Optical Adaptive Associative Computer Architectures. - Arthur Douglas Fisher; C. Lee Giles (COMPCON, 1985)

Future directions in optical computing (panel session). - C. Lee Giles; Alan Huang; Fred J. Leonberger; John A. Neff (ACM Conference on Computer Science, 1986)

Encoding Geometric Invariances in Higher-Order Neural Networks. - C. Lee Giles; R. D. Griffin; T. Maxwell (NIPS, 1987)

Computational advantages of higher order neural networks. - C. Lee Giles; R. D. Griffin; T. Maxwell (Neural Networks, 1988)

Higher Order Recurrent Networks and Grammatical Inference. - C. Lee Giles; Guo-Zheng Sun; Hsing-Hen Chen; Yee-Chun Lee; Dong Chen 001 (NIPS, 1989)

Recurrent neural networks, hidden Markov models and stochastic grammars. - Guo-Zheng Sun; H. H. Chen; Yee-Chun Lee; C. Lee Giles (IJCNN, 1990)

Extracting and Learning an Unknown Grammar with Recurrent Neural Networks. - C. Lee Giles; Clifford B. Miller; Dong Chen 001; Guo-Zheng Sun; Hsing-Hen Chen; Yee-Chun Lee (NIPS, 1991)

Neural Network Routing for Random Multistage Interconnection Networks. - Mark W. Goudreau; C. Lee Giles (NIPS, 1991)

Training Second-Order Recurrent Neural Networks using Hints. - Christian W. Omlin; C. Lee Giles (ML, 1992)

The Complexity of Language Recognition by Neural Networks. - Hava T. Siegelmann; Eduardo D. Sontag; C. Lee Giles (IFIP Congress (1), 1992)

Using Prior Knowledge in a {NNPDA} to Learn Context-Free Languages. - Sreerupa Das; C. Lee Giles; Guo-Zheng Sun (NIPS, 1992)

Routing in Random Multistage Interconnections Networks: Comparing Exhaustive Search, Greedy and Neural Network Approaches. - Mark W. Goudreau; C. Lee Giles (Int. J. Neural Syst., 1992)

Learning and Extracting Finite State Automata with Second-Order Recurrent Neural Networks. - C. Lee Giles; Clifford B. Miller; Dong Chen 001; Hsing-Hen Chen; Guo-Zheng Sun; Yee-Chun Lee (Neural Comput., 1992)

Constructive learning of recurrent neural networks. - Dong Chen 001; C. Lee Giles; Guo-Zheng Sun; H. H. Chen; Yee-Chun Lee; Mark W. Goudreau (ICNN, 1993)

Rule refinement with recurrent neural networks. - C. Lee Giles; Christian W. Omlin (ICNN, 1993)

Experimental Comparison of the Effect of Order in Recurrent Neural Networks. - Clifford B. Miller; C. Lee Giles (Int. J. Pattern Recognit. Artif. Intell., 1993)

An experimental comparison of recurrent neural networks. - Bill G. Horne; C. Lee Giles (NIPS, 1994)

Effects of Noise on Convergence and Generalization in Recurrent Networks. - Kam-Chuen Jim; Bill G. Horne; C. Lee Giles (NIPS, 1994)

Learning with Product Units. - Laurens R. Leerink; C. Lee Giles; Bill G. Horne; Marwan A. Jabri (NIPS, 1994)

Dynamic recurrent neural networks: Theory and applications. - C. Lee Giles; Gary M. Kuhn; Ronald J. Williams (IEEE Trans. Neural Networks Learn. Syst., 1994)

Pruning recurrent neural networks for improved generalization performance. - C. Lee Giles; Christian W. Omlin (IEEE Trans. Neural Networks, 1994)

First-order versus second-order single-layer recurrent neural networks. - Mark W. Goudreau; C. Lee Giles; Srimat T. Chakradhar; Dong Chen 001 (IEEE Trans. Neural Networks, 1994)

Natural language grammatical inference: a comparison of recurrent neural networks and machine learning methods. - Steve Lawrence; Sandiway Fong; C. Lee Giles (Learning for Natural Language Processing, 1995)

Learning long-term dependencies is not as difficult with NARX networks. - Tsungnan Lin; Bill G. Horne; Peter Tiño; C. Lee Giles (NIPS, 1995)

What NARX Networks Can Compute. - Bill G. Horne; Hava T. Siegelmann; C. Lee Giles (SOFSEM, 1995)

Learning a class of large finite state machines with a recurrent neural network. - C. Lee Giles; Bill G. Horne; Tsungnan Lin (Neural Networks, 1995)

Using recurrent neural networks to learn the structure of interconnection networks. - Mark W. Goudreau; C. Lee Giles (Neural Networks, 1995)

Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution. - C. Lee Giles; Dong Chen 001; Guo-Zheng Sun; Hsing-Hen Chen; Yee-Chun Lee; Mark W. Goudreau (IEEE Trans. Neural Networks, 1995)

Convolutional Neural Networks for Face Recognition. - Steve Lawrence; C. Lee Giles; Ah Chung Tsoi (CVPR, 1996)

Can recurrent neural networks learn natural language grammars? - Steve Lawrence; C. Lee Giles; Sandiway Fong (ICNN, 1996)

Local minima and generalization. - Steve Lawrence; Ah Chung Tsoi; C. Lee Giles (ICNN, 1996)

Correctness, efficiency, extendability and maintainability in neural network simulation. - Steve Lawrence; Ah Chung Tsoi; C. Lee Giles (ICNN, 1996)

Representation of fuzzy finite state automata in continuous recurrent, neural networks. - Christian W. Omlin; Karvel K. Thornber; C. Lee Giles (ICNN, 1996)

Online prediction of multiprocessor memory access patterns. - Majd F. Sakr; C. Lee Giles; Steven P. Levitan; Bill G. Horne; Marco Maggini; Donald M. Chiarulli (ICNN, 1996)

Representation and Induction of Finite State Machines using Time-Delay Neural Networks. - Daniel S. Clouse; C. Lee Giles; Bill G. Horne; Garrison W. Cottrell (NIPS, 1996)

Neural Network Classification and Prior Class Probabilities. - Steve Lawrence; Ian Burns; Andrew D. Back; Ah Chung Tsoi; C. Lee Giles (Neural Networks: Tricks of the Trade, 1996)

Constructing Deterministic Finite-State Automata in Recurrent Neural Networks. - Christian W. Omlin; C. Lee Giles (J. ACM, 1996)

Stable encoding of large finite-state automata in recurrent neural networks with sigmoid discriminants. - Christian W. Omlin; C. Lee Giles (Neural Comput., 1996)

Extraction of rules from discrete-time recurrent neural networks. - Christian W. Omlin; C. Lee Giles (Neural Networks, 1996)

Rule Revision With Recurrent Neural Networks. - Christian W. Omlin; C. Lee Giles (IEEE Trans. Knowl. Data Eng., 1996)

An analysis of noise in recurrent neural networks: convergence and generalization. - Kam-Chuen Jim; C. Lee Giles; Bill G. Horne (IEEE Trans. Neural Networks, 1996)

Learning long-term dependencies in NARX recurrent neural networks. - Tsungnan Lin; Bill G. Horne; Peter Tiño; C. Lee Giles (IEEE Trans. Neural Networks, 1996)

Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping. - C. Lee Giles; Steve Lawrence (AAAI/IAAI, 1997)

Intelligent Methods for File System Optimization. - Leo Kuvayev; C. Lee Giles; James Philbin; Henry Cejtin (AAAI/IAAI, 1997)

Lessons in Neural Network Training: Overfitting May be Harder than Expected. - Steve Lawrence; C. Lee Giles; Ah Chung Tsoi (AAAI/IAAI, 1997)

Rule inference for financial prediction using recurrent neural networks. - C. Lee Giles; Steve Lawrence; Ah Chung Tsoi (CIFEr, 1997)

Predicting Multiprocessor Memory Access Patterns with Learning Models. - Majd F. Sakr; Steven P. Levitan; Donald M. Chiarulli; Bill G. Horne; C. Lee Giles (ICML, 1997)

The Neural Network Pushdown Automaton: Architecture, Dynamics and Training. - Guo-Zheng Sun; C. Lee Giles; Hsing-Hen Chen (Summer School on Neural Networks, 1997)

The complexity of language recognition by neural networks. - Hava T. Siegelmann; C. Lee Giles (Neurocomputing, 1997)

Time-delay neural networks: representation and induction of finite-state machines. - Daniel S. Clouse; C. Lee Giles; Bill G. Horne; Garrison W. Cottrell (IEEE Trans. Neural Networks, 1997)

On the distribution of performance from multiple neural-network trials. - Steve Lawrence; Andrew D. Back; Ah Chung Tsoi; C. Lee Giles (IEEE Trans. Neural Networks, 1997)

Face recognition: a convolutional neural-network approach. - Steve Lawrence; C. Lee Giles; Ah Chung Tsoi; Andrew D. Back (IEEE Trans. Neural Networks, 1997)

Computational capabilities of recurrent NARX neural networks. - Hava T. Siegelmann; Bill G. Horne; C. Lee Giles (IEEE Trans. Syst. Man Cybern. Part B, 1997)

A delay damage model selection algorithm for NARX neural networks. - Tsung-Nan Lin; C. Lee Giles; Bill G. Horne; Sun-Yuan Kung (IEEE Trans. Signal Process., 1997)

CiteSeer: An Autonous Web Agent for Automatic Retrieval and Identification of Interesting Publications. - Kurt D. Bollacker; Steve Lawrence; C. Lee Giles (Agents, 1998)

CiteSeer: An Automatic Citation Indexing System. - C. Lee Giles; Kurt D. Bollacker; Steve Lawrence (ACM DL, 1998)

Reconfigurable Processor Architectures Exploiting High Bandwidth Optical Channels. - Majd F. Sakr; Steven P. Levitan; C. Lee Giles; Donald M. Chiarulli (FCCM, 1998)

Fuzzy Knowledge and Recurrent Neural Networks: A Dynamical Systems Perspective. - Christian W. Omlin; C. Lee Giles; Karvel K. Thornber (Hybrid Neural Systems, 1998)

Evaluating Answer Quality/Efficiency Tradeoffs. - Ugur Çetintemel; Björn Þór Jónsson 001; Michael J. Franklin; C. Lee Giles; Divesh Srivastava (KRDB, 1998)

Inquirus, the NECI Meta Search Engine. - Steve Lawrence; C. Lee Giles (Comput. Networks, 1998)

Context and Page Analysis for Improved Web Search. - Steve Lawrence; C. Lee Giles (IEEE Internet Comput., 1998)

How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies. - Tsungnan Lin; Bill G. Horne; C. Lee Giles (Neural Networks, 1998)

Fuzzy finite-state automata can be deterministically encoded into recurrent neural networks. - Christian W. Omlin; Karvel K. Thornber; Clyde Lee Giles (IEEE Trans. Fuzzy Syst., 1998)

Neural Networks And Hybrid Intelligent Models: Foundations, Theory, And Applications. - C. Lee Giles; R. Sun; Jacek M. Zurada (IEEE Trans. Neural Networks, 1998)

Autonomous Citation Matching. - Steve Lawrence; C. Lee Giles; Kurt D. Bollacker (Agents, 1999)

Searching the Web: Can You Find What You Want? - C. Lee Giles (CIKM, 1999)

Architecture of a Metasearch Engine That Supports User Information Needs. - Eric J. Glover; Steve Lawrence; William P. Birmingham; C. Lee Giles (CIKM, 1999)

Indexing and Retrieval of Scientific Literature. - Steve Lawrence; Kurt D. Bollacker; C. Lee Giles (CIKM, 1999)

A System for Automatic Personalized Tracking of Scientific Literature on the Web. - Kurt D. Bollacker; Steve Lawrence; C. Lee Giles (ACM DL, 1999)

Distributed Error Correction. - Steve Lawrence; Kurt D. Bollacker; C. Lee Giles (ACM DL, 1999)

Robust Learning of Chaotic Attractors. - Rembrandt Bakker; Jaap C. Schouten; Marc-Olivier Coppens; Floris Takens; C. Lee Giles; Cor M. van den Bleek (NIPS, 1999)

Text and Image Metasearch on the Web. - Steve Lawrence; C. Lee Giles (PDPTA, 1999)

Searching the Web: general and scientific information access. - Steve Lawrence; C. Lee Giles (IEEE Commun. Mag., 1999)

Digital Libraries and Autonomous Citation Indexing. - Steve Lawrence; C. Lee Giles; Kurt D. Bollacker (Computer, 1999)

Equivalence in knowledge representation: automata, recurrent neural networks, and dynamical fuzzy systems. - C. Lee Giles; Christian W. Omlin; Karvel K. Thornber (Proc. IEEE, 1999)

Alternative discrete-time operators: an algorithm for optimal selection of parameters. - Andrew D. Back; Bill G. Horne; Ah Chung Tsoi; C. Lee Giles (IEEE Trans. Signal Process., 1999)

Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. - David M. Pennock; Eric Horvitz; C. Lee Giles (AAAI/IAAI, 2000)

Clustering and Identifying Temporal Trends in Document Databases. - Alexandrin Popescul; Gary William Flake; Steve Lawrence; Lyle H. Ungar; C. Lee Giles (ADL, 2000)

DEADLINER: Building a New Niche Search Engine. - Andries Kruger; C. Lee Giles; Frans Coetzee; Eric J. Glover; Gary William Flake; Steve Lawrence; Christian W. Omlin (CIKM, 2000)

Persistence of information on the web: Analyzing citations contained in research articles. - Steve Lawrence; Frans Coetzee; Gary William Flake; David M. Pennock; Robert Krovetz; Finn Årup Nielsen; Andries Kruger; C. Lee Giles (CIKM, 2000)

Self-Adaptive User Profiles for Large-Scale Data Delivery. - Ugur Çetintemel; Michael J. Franklin; C. Lee Giles (ICDE, 2000)

A Normative Examination of Ensemble Learning Algorithms. - David M. Pennock; Pedrito Maynard-Reid II; C. Lee Giles; Eric Horvitz (ICML, 2000)

Overfitting and Neural Networks: Conjugate Gradient and Backpropagation. - Steve Lawrence; C. Lee Giles (IJCNN (1), 2000)

Efficient identification of Web communities. - Gary William Flake; Steve Lawrence; C. Lee Giles (KDD, 2000)

Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping. - Rich Caruana; Steve Lawrence; C. Lee Giles (NIPS, 2000)

Bayesian Classification and Feature Selection from Finite Data Sets. - Frans Coetzee; Steve Lawrence; C. Lee Giles (UAI, 2000)

Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. - David M. Pennock; Eric Horvitz; Steve Lawrence; C. Lee Giles (UAI, 2000)

Focused Crawling Using Context Graphs. - Michelangelo Diligenti; Frans Coetzee; Steve Lawrence; C. Lee Giles; Marco Gori (VLDB, 2000)

Inquirus Web Meta-Search Tool: A User Evlaution Study. - Amanda Spink; C. Lee Giles; Steve Lawrence (WebNet, 2000)

Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem. - Kam-Chuen Jim; C. Lee Giles (Artif. Life, 2000)

Discovering Relevant Scientific Literature on the Web. - Kurt D. Bollacker; Steve Lawrence; C. Lee Giles (IEEE Intell. Syst., 2000)

Learning Chaotic Attractors by Neural Networks. - Rembrandt Bakker; Jaap C. Schouten; C. Lee Giles; Floris Takens; Cor M. van den Bleek (Neural Comput., 2000)

Accessibility of information on the Web. - Steve Lawrence; C. Lee Giles (Intell., 2000)

Natural Language Grammatical Inference with Recurrent Neural Networks. - Steve Lawrence; C. Lee Giles; Sandiway Fong (IEEE Trans. Knowl. Data Eng., 2000)

How communication can improve the performance of multi-agent systems. - Kam-Chuen Jim; C. Lee Giles (Agents, 2001)

Extracting collective probabilistic forecasts from web games. - David M. Pennock; Steve Lawrence; Finn Årup Nielsen; C. Lee Giles (KDD, 2001)

Feature Selection in Web Applications by ROC Inflections and Powerset Pruning. - Frans Coetzee; Eric J. Glover; Steve Lawrence; C. Lee Giles (SAINT, 2001)

Improving Category Specific Web Search by Learning Query Modifications. - Eric J. Glover; Gary William Flake; Steve Lawrence; William P. Birmingham; Andries Kruger; C. Lee Giles; David M. Pennock (SAINT, 2001)

Web Search - Your Way. - Eric J. Glover; Steve Lawrence; Michael D. Gordon; William P. Birmingham; C. Lee Giles (Commun. ACM, 2001)

Persistence of Web References in Scientific Research. - Steve Lawrence; David M. Pennock; Gary William Flake; Robert Krovetz; Frans Coetzee; Eric J. Glover; Finn Årup Nielsen; Andries Kruger; C. Lee Giles (Computer, 2001)

Sequence Learning: From Recognition and Prediction to Sequential Decision Making. - Ron Sun; C. Lee Giles (IEEE Intell. Syst., 2001)

Scholarly publishing in the Internet age: a citation analysis of computer science literature. - Abby Goodrum; Katherine W. McCain; Steve Lawrence; C. Lee Giles (Inf. Process. Manag., 2001)

Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. - C. Lee Giles; Steve Lawrence; Ah Chung Tsoi (Mach. Learn., 2001)

Attractive Periodic Sets in Discrete-Time Recurrent Networks (with Emphasis on Fixed-Point Stability and Bifurcations in Two-Neuron Networks). - Peter Tiño; Bill G. Horne; C. Lee Giles (Neural Comput., 2001)

Personlization of Search Engine Web Sites: All Bark, Little Bite. - Yashmeet Khopkar; Amanda Spink; C. Lee Giles; Prital Shah; Sandip Debnath (International Conference on Internet Computing, 2002)

What's the code?: automatic classification of source code archives. - Secil Ugurel; Robert Krovetz; C. Lee Giles (KDD, 2002)

Analysis of lexical signatures for finding lost or related documents. - Seung-Taek Park; David M. Pennock; C. Lee Giles; Robert Krovetz (SIGIR, 2002)

Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. - David M. Pennock; Sandip Debnath; Eric J. Glover; C. Lee Giles (UAI, 2002)

Learning Communication for Multi-agent Systems. - C. Lee Giles; Kam-Chuen Jim (WRAC, 2002)

Extracting query modifications from nonlinear SVMs. - Gary William Flake; Eric J. Glover; Steve Lawrence; C. Lee Giles (WWW, 2002)

Self-Organization and Identification of Web Communities. - Gary William Flake; Steve Lawrence; C. Lee Giles; Frans Coetzee (Computer, 2002)

Winners don't take all: Characterizing the competition for links on the web - David M. Pennock; Gary William Flake; Steve Lawrence; Eric J. Glover; C. Lee Giles (Proc. Natl. Acad. Sci. USA, 2002)

Don't move: the T-Rex effect in the predator-prey world. - Todd M. Bacastow; Brian R. Cook; Kam-Chuen Jim; C. Lee Giles (AAMAS, 2003)

Probabilistic User Behavior Models. - Eren Manavoglu; Dmitry Pavlov; C. Lee Giles (ICDM, 2003)

Evolving Strategies for Focused Web Crawling. - Judy Johnson; Kostas Tsioutsiouliklis; C. Lee Giles (ICML, 2003)

Enhancing distance learning using quality digital libraries and CITIDEL. - John A. N. Lee; John Impagliazzo; Lillian N. Cassel; Edward A. Fox; C. Lee Giles; Deborah Knox; Manuel A. Pérez-Quiñones (Quality Education @ a Distance, 2003)

Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. - Seung-Taek Park; Alexy Khrabrov; David M. Pennock; Steve Lawrence; C. Lee Giles; Lyle H. Ungar (INFOCOM, 2003)

Using an education oriented digital library to organize and present classes in computing and information. - Lillian N. Cassel; John Impagliazzo; Deborah Knox; C. Lee Giles; Edward A. Fox; Jan Lee; Manuel A. Pérez-Quiñones (ITiCSE, 2003)

Automatic Document Metadata Extraction Using Support Vector Machines. - Hui Han 001; C. Lee Giles; Eren Manavoglu; Hongyuan Zha; Zhenyue Zhang; Edward A. Fox (JCDL, 2003)

eBizSearch: An OAI-Compliant Digital Library for eBusiness. - Yves Petinot; Pradeep B. Teregowda; Hui Han 001; C. Lee Giles; Steve Lawrence; Arvind Rangaswamy; Nirmal Pal (JCDL, 2003)

Information incorporation in online in-Game sports betting markets. - Sandip Debnath; David M. Pennock; C. Lee Giles; Steve Lawrence (EC, 2003)

eBizSearch: a niche search engine for e-business. - C. Lee Giles; Yves Petinot; Pradeep B. Teregowda; Hui Han 001; Steve Lawrence; Arvind Rangaswamy; Nirmal Pal (SIGIR, 2003)

Rule-based word clustering for text classification. - Hui Han 001; Eren Manavoglu; C. Lee Giles; Hongyuan Zha (SIGIR, 2003)

Classification of source code archives. - Robert Krovetz; Secil Ugurel; C. Lee Giles (SIGIR, 2003)

A Caching Mechanism for Improving Internet based Mobile Ad Hoc Networks Performance. - Sunho Lim; Seung-Taek Park; Wang-Chien Lee; Guohong Cao; Chita R. Das; C. Lee Giles (WWW (Posters), 2003)

Search engine personalization: An exploratory study. - Yashmeet Khopkar; Amanda Spink; C. Lee Giles; Prital Shah; Sandip Debnath (First Monday, 2003)

Offering Collaborative-Like Recommendations When Data Is Sparse: The Case of Attraction-Weighted Information Filtering.. - Arnaud De Bruyn; C. Lee Giles; David M. Pennock (AH, 2004)

CiteSeer: Past, Present, and Future. - C. Lee Giles (AWIC, 2004)

CiteSeer-API: towards seamless resource location and interlinking for digital libraries. - Yves Petinot; C. Lee Giles; Vivek Bhatnagar; Pradeep B. Teregowda; Hui Han 001; Isaac G. Councill (CIKM, 2004)

A service-oriented architecture for digital libraries. - Yves Petinot; C. Lee Giles; Vivek Bhatnagar; Pradeep B. Teregowda; Hui Han 001; Isaac G. Councill (ICSOC, 2004)

Comparing static and dynamic measurements and models of the Internet's AS topology. - Seung-Taek Park; David M. Pennock; C. Lee Giles (INFOCOM, 2004)

Using CITIDEL to develop and share class plans. - Lillian N. Cassel; Edward A. Fox; Jan Lee; Manuel A. Pérez-Quiñones; Deborah Knox; John Impagliazzo; C. Lee Giles (ITiCSE, 2004)

Two supervised learning approaches for name disambiguation in author citations. - Hui Han 001; C. Lee Giles; Hongyuan Zha; Cheng Li; Kostas Tsioutsiouliklis (JCDL, 2004)

Panorama: extending digital libraries with topical crawlers. - Gautam Pant; Kostas Tsioutsiouliklis; Judy Johnson; C. Lee Giles (JCDL, 2004)

Enabling interoperability for autonomous digital libraries: an API to citeseer services. - Yves Petinot; C. Lee Giles; Vivek Bhatnagar; Pradeep B. Teregowda; Hui Han 001 (JCDL, 2004)

Next generation CiteSeer. - C. Lee Giles (WIDM, 2004)

Collaborative Filtering with Maximum Entropy. - Dmitry Pavlov; Eren Manavoglu; David M. Pennock; C. Lee Giles (IEEE Intell. Syst., 2004)

Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing. - C. Lee Giles; Isaac G. Councill (Proc. Natl. Acad. Sci. USA, 2004)

Analysis of lexical signatures for improving information persistence on the World Wide Web. - Seung-Taek Park; David M. Pennock; C. Lee Giles; Robert Krovetz (ACM Trans. Inf. Syst., 2004)

Guest editorial: Machine learning for the Internet. - Gary William Flake; Paolo Frasconi; C. Lee Giles; Marco Maggini (ACM Trans. Internet Techn., 2004)

Recommender Systems for Intelligence Analysts. - Anna L. Buczak; Benjamin Grooters; Paul Kogut; Eren Manavoglu; C. Lee Giles (AAAI Spring Symposium: AI Technologies for Homeland Security, 2005)

Knowledge Discovery in Web-Directories: Finding Term-Relations to Build a Business Ontology. - Sandip Debnath; Tracy Mullen; Arun Upneja; C. Lee Giles (EC-Web, 2005)

A Comparison of On-Line Computer Science Citation Databases. - Vaclav Petricek; Ingemar J. Cox; Hui Han 001; Isaac G. Councill; C. Lee Giles (ECDL, 2005)

Finding Base Time-Line of a News Article. - Sandip Debnath; Prasenjit Mitra; C. Lee Giles (FLAIRS, 2005)

Identifying Content Blocks from Web Documents. - Sandip Debnath; Prasenjit Mitra; C. Lee Giles (ISMIS, 2005)

Name disambiguation in author citations using a K-way spectral clustering method. - Hui Han 001; Hongyuan Zha; C. Lee Giles (JCDL, 2005)

What's there and what's not?: focused crawling for missing documents in digital libraries. - Ziming Zhuang; Rohit Wagle; C. Lee Giles (JCDL, 2005)

Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library. - Isaac G. Councill; C. Lee Giles; Hui Han 001; Eren Manavoglu (K-CAP, 2005)

A learning based model for headline extraction of news articles to find explanatory sentences for events. - Sandip Debnath; C. Lee Giles (K-CAP, 2005)

Learning term-relationships for ontology construction: creating business ontologies for event explanation. - Sandip Debnath; Arun Upneja; C. Lee Giles (K-CAP, 2005)

Automatic extraction of informative blocks from webpages. - Sandip Debnath; Prasenjit Mitra; C. Lee Giles (SAC, 2005)

Rule-based word clustering for document metadata extraction. - Hui Han 001; Eren Manavoglu; Hongyuan Zha; Kostas Tsioutsiouliklis; C. Lee Giles; Xiangmin Zhang (SAC, 2005)

A hierarchical naive Bayes mixture model for name disambiguation in author citations. - Hui Han 001; Wei Xu 017; Hongyuan Zha; C. Lee Giles (SAC, 2005)

Modeling the author bias between two on-line computer science citation databases. - Vaclav Petricek; Ingemar J. Cox; Hui Han 001; Isaac G. Councill; C. Lee Giles (WWW (Special interest tracks and posters), 2005)

Automatic Identification of Informative Sections of Web Pages. - Sandip Debnath; Prasenjit Mitra; Nirmal Pal; C. Lee Giles (IEEE Trans. Knowl. Data Eng., 2005)

Formal definitions of web information search. - Su Yan 001; C. Lee Giles; Bernard J. Jansen (ASIST, 2006)

Topic evolution and social interactions: how authors effect research. - Ding Zhou; Xiang Ji 001; Hongyuan Zha; C. Lee Giles (CIKM, 2006)

Towards Next Generation CiteSeer: A Flexible Architecture for Digital Library Deployment. - Isaac G. Councill; C. Lee Giles; Ernesto Di Iorio; Marco Gori; Marco Maggini; Augusto Pucci (ECDL, 2006)

Boosting the Feature Space: Text Classification for Unstructured Data on the Web. - Yang Song 008; Ding Zhou; Jian Huang 002; Isaac G. Councill; Hongyuan Zha; C. Lee Giles (ICDM, 2006)

CiteSeerchi: a scalable autonomous scientific digital library. - Huajing Li; Isaac G. Councill; Levent Bolelli; Ding Zhou; Yang Song 008; Wang-Chien Lee; Anand Sivasubramaniam; C. Lee Giles (Infoscale, 2006)

Learning metadata from the evidence in an on-line citation matching scheme. - Isaac G. Councill; Huajing Li; Ziming Zhuang; Sandip Debnath; Levent Bolelli; Wang-Chien Lee; Anand Sivasubramaniam; C. Lee Giles (JCDL, 2006)

Automatic categorization of figures in scientific documents. - Xiaonan Lu; Prasenjit Mitra; James Ze Wang; C. Lee Giles (JCDL, 2006)

Clustering Scientific Literature Using Sparse Citation Graph Analysis. - Levent Bolelli; Seyda Ertekin; C. Lee Giles (PKDD, 2006)

The Future of CiteSeer: CiteSeerx. - C. Lee Giles (PKDD, 2006)

Efficient Name Disambiguation for Large-Scale Databases. - Jian Huang 002; Seyda Ertekin; C. Lee Giles (PKDD, 2006)

Network Flow for Collaborative Ranking. - Ziming Zhuang; Silviu Cucerzan; C. Lee Giles (PKDD, 2006)

An architecture for creating collaborative semantically capable scientific data sharing infrastructures. - Anuj R. Jaiswal; C. Lee Giles; Prasenjit Mitra; James Ze Wang (WIDM, 2006)

CiteSeerx: an architecture and web service design for an academic document search engine. - Huajing Li; Isaac G. Councill; Wang-Chien Lee; C. Lee Giles (WWW, 2006)

Probabilistic models for discovering e-communities. - Ding Zhou; Eren Manavoglu; Jia Li 001; C. Lee Giles; Hongyuan Zha (WWW, 2006)

TableRank: A Ranking Algorithm for Table Search and Retrieval. - Ying Liu 001; Kun Bai; Prasenjit Mitra; C. Lee Giles (AAAI, 2007)

Probabilistic Community Discovery Using Hierarchical Latent Gaussian Mixture Model. - Haizheng Zhang; C. Lee Giles; Henry C. Foley; John Yen (AAAI, 2007)

Learning on the border: active learning in imbalanced data classification. - Seyda Ertekin; Jian Huang 002; Léon Bottou; C. Lee Giles (CIKM, 2007)

ChemXSeer: a digital library and data repository for chemical kinetics. - Prasenjit Mitra; C. Lee Giles; Bingjun Sun; Ying Liu 001 (CIMS, 2007)

Designing clustering-based web crawling policies for search engine crawlers. - Qingzhao Tan; Prasenjit Mitra; C. Lee Giles (CIKM, 2007)

Popularity Weighted Ranking for Academic Digital Libraries. - Yang Sun 002; C. Lee Giles (ECIR, 2007)

Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. - Umer Farooq; Thomas George Kannampallil; Yang Song 008; Craig H. Ganoe; John M. Carroll 001; C. Lee Giles (GROUP, 2007)

Supporting distributed scientific collaboration: Implications for designing the CiteSeer collaboratory. - Umer Farooq; Craig H. Ganoe; John M. Carroll 001; C. Lee Giles (HICSS, 2007)

Searching for Tables in Digital Documents. - Ying Liu 001; Kun Bai; Prasenjit Mitra; C. Lee Giles (ICDAR, 2007)

Automatic Extraction of Data from 2-D Plots in Documents. - Xiaonan Lu; James Ze Wang; Prasenjit Mitra; C. Lee Giles (ICDAR, 2007)

Query Expansion Using Topic and Location. - Shu Huang; Qiankun Zhao; Prasenjit Mitra; C. Lee Giles (ICDM Workshops, 2007)

HSN-PAM: Finding Hierarchical Probabilistic Groups from Large-Scale Networks. - Haizheng Zhang; Wei Li 010; Xuerui Wang; C. Lee Giles; Henry C. Foley; John Yen (ICDM Workshops, 2007)

Extracting Author Meta-Data from Web Using Visual Features. - Shuyi Zheng; Ding Zhou; Jia Li 001; C. Lee Giles (ICDM Workshops, 2007)

Discovering Temporal Communities from Social Network Documents. - Ding Zhou; Isaac G. Councill; Hongyuan Zha; C. Lee Giles (ICDM, 2007)

Co-ranking Authors and Documents in a Heterogeneous Network. - Ding Zhou; Sergey A. Orshanskiy; Hongyuan Zha; C. Lee Giles (ICDM, 2007)

A Hybrid Cache and Prefetch Mechanism for Scientific Literature Search Engines. - Huajing Li; Wang-Chien Lee; Anand Sivasubramaniam; C. Lee Giles (ICWE, 2007)

Efficiently Detecting Webpage Updates Using Samples. - Qingzhao Tan; Ziming Zhuang; Prasenjit Mitra; C. Lee Giles (ICWE, 2007)

Learning User Clicks in Web Search. - Ding Zhou; Levent Bolelli; Jia Li 001; C. Lee Giles; Hongyuan Zha (IJCAI, 2007)

An LDA-based Community Structure Discovery Approach for Large-Scale Social Networks. - Haizheng Zhang; Baojun Qiu; C. Lee Giles; Henry C. Foley; John Yen (ISI, 2007)

SearchGen: a synthetic workload generator for scientific literature digital libraries and search engines. - Huajing Li; Wang-Chien Lee; Anand Sivasubramaniam; C. Lee Giles (JCDL, 2007)

TableSeer: automatic table metadata extraction and searching in digital libraries. - Ying Liu 001; Kun Bai; Prasenjit Mitra; C. Lee Giles (JCDL, 2007)

Efficient topic-based unsupervised name disambiguation. - Yang Song 008; Jian Huang 002; Isaac G. Councill; Jia Li 001; C. Lee Giles (JCDL, 2007)

Adaptive sorted neighborhood methods for efficient record linkage. - Su Yan 001; Dongwon Lee 001; Min-Yen Kan; C. Lee Giles (JCDL, 2007)

Measuring conference quality by mining program committee characteristics. - Ziming Zhuang; Ergin Elmacioglu; Dongwon Lee 001; C. Lee Giles (JCDL, 2007)

Detecting research topics via the correlation between graphs and texts. - Yookyung Jo; Carl Lagoze; C. Lee Giles (KDD, 2007)

IKNN: Informative K-Nearest Neighbor Pattern Classification. - Yang Song 008; Jian Huang 002; Ding Zhou; Hongyuan Zha; C. Lee Giles (PKDD, 2007)

Efficient Multiclass Boosting Classification with Active Learning. - Jian Huang 002; Seyda Ertekin; Yang Song 008; Hongyuan Zha; C. Lee Giles (SDM, 2007)

Intelligent Parsing of Scanned Volumes for Web Based Archives. - Xiaonan Lu; James Ze Wang; C. Lee Giles (ICSC, 2007)

Active learning for class imbalance problem. - Seyda Ertekin; Jian Huang 002; C. Lee Giles (SIGIR, 2007)

Topic segmentation with shared topic detection and alignment of multiple documents. - Bingjun Sun; Prasenjit Mitra; C. Lee Giles; John Yen; Hongyuan Zha (SIGIR, 2007)

A clustering-based sampling approach for refreshing search engine's database. - Qingzhao Tan; Ziming Zhuang; Prasenjit Mitra; C. Lee Giles (WebDB, 2007)

K-SVMeans: A Hybrid Clustering Algorithm for Multi-Type Interrelated Datasets. - Levent Bolelli; Seyda Ertekin; Ding Zhou; C. Lee Giles (Web Intelligence, 2007)

Determining Bias to Search Engines from Robots.txt. - Yang Sun 002; Ziming Zhuang; Isaac G. Councill; C. Lee Giles (Web Intelligence, 2007)

A clustering method for web data with multi-type interrelated components. - Levent Bolelli; Seyda Ertekin; Ding Zhou; C. Lee Giles (WWW, 2007)

Automatic searching of tables in digital libraries. - Ying Liu 001; Kun Bai; Prasenjit Mitra; C. Lee Giles (WWW, 2007)

Deriving knowledge from figures for digital libraries. - Xiaonan Lu; James Ze Wang; Prasenjit Mitra; C. Lee Giles (WWW, 2007)

Generative models for name disambiguation. - Yang Song 008; Jian Huang 002; Isaac G. Councill; Jia Li 001; C. Lee Giles (WWW, 2007)

Extraction and search of chemical formulae in text documents on the web. - Bingjun Sun; Qingzhao Tan; Prasenjit Mitra; C. Lee Giles (WWW, 2007)

A large-scale study of robots.txt. - Yang Sun 002; Ziming Zhuang; C. Lee Giles (WWW, 2007)

Designing efficient sampling techniques to detect webpage updates. - Qingzhao Tan; Ziming Zhuang; Prasenjit Mitra; C. Lee Giles (WWW, 2007)

Image annotation by hierarchical mapping of features. - Qiankun Zhao; Prasenjit Mitra; C. Lee Giles (WWW, 2007)

Are your citations clean? - Dongwon Lee 001; Jaewoo Kang; Prasenjit Mitra; C. Lee Giles; Byung-Won On (Commun. ACM, 2007)

Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network. - Tsungnan Lin; C. Lee Giles (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007)

Social Bookmarking for Scholarly Digital Libraries. - Umer Farooq; Yang Song 008; John M. Carroll 001; C. Lee Giles (IEEE Internet Comput., 2007)

WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. - Haizheng Zhang; John Yen; C. Lee Giles; Bamshad Mobasher; Myra Spiliopoulou; Jaideep Srivastava; Olfa Nasraoui; Andrew McCallum (SIGKDD Explor., 2007)

Automatic Extraction of Table Metadata from Digital Documents. - Ying Liu 001; Prasenjit Mitra; C. Lee Giles; Kun Bai (Bull. IEEE Tech. Comm. Digit. Libr., 2007)

Hierarchical Location and Topic Based Query Expansion. - Shu Huang; Qiankun Zhao; Prasenjit Mitra; C. Lee Giles (AAAI, 2008)

Automatic Extraction of Data Points and Text Blocks from 2-Dimensional Plots in Digital Documents. - Saurabh Kataria 003; William Browuer; Prasenjit Mitra; C. Lee Giles (AAAI, 2008)

Scientific Data and Document Processing in ChemxSeer. - Prasenjit Mitra; C. Lee Giles; Bingjun Sun; Ying Liu 001; Anuj R. Jaiswal (AAAI Spring Symposium: Semantic Scientific Knowledge Integration, 2008)

Block-Suffix Shifting: Fast, Simultaneous Medical Concept Set Identification in Large Medical Record Corpora. - Ying Liu 001; Lucian Vlad Lita; Radu Stefan Niculescu; Prasenjit Mitra; C. Lee Giles (AMIA, 2008)

CiteSense: supporting sensemaking of research literature. - Xiaolong Zhang 001; Yan Qu; C. Lee Giles; Piyou Song (CHI, 2008)

Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization. - Jian Huang 002; Omid Madani; C. Lee Giles (CIKM, 2008)

Scalable community discovery on textual data with relations. - Huajing Li; Zaiqing Nie; Wang-Chien Lee; C. Lee Giles; Ji-Rong Wen (CIKM, 2008)

Real-time data pre-processing technique for efficient feature extraction in large scale datasets. - Ying Liu 001; Lucian Vlad Lita; Radu Stefan Niculescu; Kun Bai; Prasenjit Mitra; C. Lee Giles (CIKM, 2008)

Identifying table boundaries in digital documents via sparse line detection. - Ying Liu 001; Prasenjit Mitra; C. Lee Giles (CIKM, 2008)

A sparse gaussian processes classification framework for fast tag suggestions. - Yang Song 008; Lu Zhang 007; C. Lee Giles (CIKM, 2008)

Measuring user preference changes in digital libraries. - Yang Sun 002; Huajing Li; Isaac G. Councill; Wang-Chien Lee; C. Lee Giles (CIKM, 2008)

Metadata extraction and indexing for map search in web documents. - Qingzhao Tan; Prasenjit Mitra; C. Lee Giles (CIKM, 2008)

A Fast Preprocessing Method for Table Boundary Detection: Narrowing Down the Sparse Lines Using Solely Coordinate Information. - Ying Liu 001; Prasenjit Mitra; C. Lee Giles (Document Analysis Systems, 2008)

A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection. - Yang Song 008; Lu Zhang 007; C. Lee Giles (ICDM, 2008)

Efficient user preference predictions using collaborative filtering. - Yang Song 008; C. Lee Giles (ICPR, 2008)

BotSeer: An Automated Information System for Analyzing Web Robots. - Yang Sun 002; Isaac G. Councill; C. Lee Giles (ICWE, 2008)

Segregating and extracting overlapping data points in two-dimensional plots. - William Browuer; Saurabh Kataria 003; Sujatha Das; Prasenjit Mitra; C. Lee Giles (JCDL, 2008)

A metadata generation system for scanned scientific volumes. - Xiaonan Lu; Brewster Kahle; James Ze Wang; C. Lee Giles (JCDL, 2008)

ParsCit: an Open-source CRF Reference String Parsing Package. - Isaac G. Councill; C. Lee Giles; Min-Yen Kan (LREC, 2008)

Finding a Haystack in Haystacks - Simultaneous Identification of Concepts in Large Bio-Medical Corpora. - Ying Liu 001; Lucian Vlad Lita; Radu Stefan Niculescu; Prasenjit Mitra; C. Lee Giles (SDM, 2008)

Real-time automatic tag recommendation. - Yang Song 008; Ziming Zhuang; Huajing Li; Qiankun Zhao; Jia Li 001; Wang-Chien Lee; C. Lee Giles (SIGIR, 2008)

Towards Click-Based Models of Geographic Interests in Web Search. - Ziming Zhuang; Cliff Brunk; Prasenjit Mitra; C. Lee Giles (Web Intelligence, 2008)

Personalized ranking for digital libraries based on log analysis. - Yang Sun 002; Huajing Li; Isaac G. Councill; Jian Huang 002; Wang-Chien Lee; C. Lee Giles (WIDM, 2008)

Collaboration over time: characterizing and modeling network evolution. - Jian Huang 002; Ziming Zhuang; Jia Li 001; C. Lee Giles (WSDM, 2008)

Mining, indexing, and searching for textual chemical molecule information on the web. - Bingjun Sun; Prasenjit Mitra; C. Lee Giles (WWW, 2008)

Exploring social annotations for information retrieval. - Ding Zhou; Jiang Bian 002; Shuyi Zheng; Hongyuan Zha; C. Lee Giles (WWW, 2008)

Learning multiple graphs for document recommendations. - Ding Zhou; Shenghuo Zhu; Kai Yu 001; Xiaodan Song; Belle L. Tseng; Hongyuan Zha; C. Lee Giles (WWW, 2008)

Modeling and visualizing geo-sensitive queries based on user clicks. - Ziming Zhuang; Cliff Brunk; C. Lee Giles (LocWeb, 2008)

Automatic Identification and Data Extraction from 2-Dimensional Plots in Digital Documents - William J. Brouwer; Saurabh Kataria 003; Sujatha Das; Prasenjit Mitra; C. Lee Giles (CoRR, 2008)

Design and evaluation of awareness mechanisms in CiteSeer. - Umer Farooq; Craig H. Ganoe; John M. Carroll 001; Isaac G. Councill; C. Lee Giles (Inf. Process. Manag., 2008)

Workload analysis for scientific literature digital libraries. - Huajing Li; Wang-Chien Lee; Anand Sivasubramaniam; C. Lee Giles (Int. J. Digit. Libr., 2008)

SNAKDD 2008 social network mining and analysis postworkshop report. - Haizheng Zhang; Marc Smith; C. Lee Giles; John Yen; Henry C. Foley (SIGKDD Explor., 2008)

Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering. - Jian Huang 002; Sarah M. Taylor; Jonathan L. Smith; Konstantinos A. Fotiadis; C. Lee Giles (ACL/IJCNLP, 2009)

Detecting topic evolution in scientific literature: how can citations help? - Qi He 002; Bi Chen; Jian Pei 001; Baojun Qiu; Prasenjit Mitra; C. Lee Giles (CIKM, 2009)

Independent informative subgraph mining for graph information retrieval. - Bingjun Sun; Prasenjit Mitra; C. Lee Giles (CIKM, 2009)

Learning to rank graphs for online similar graph search. - Bingjun Sun; Prasenjit Mitra; C. Lee Giles (CIKM, 2009)

Graph-based seed selection for web-scale crawlers. - Shuyi Zheng; Pavel A. Dmitriev; C. Lee Giles (CIKM, 2009)

Efficient record-level wrapper induction. - Shuyi Zheng; Ruihua Song; Ji-Rong Wen; C. Lee Giles (CIKM, 2009)

Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation. - Levent Bolelli; Seyda Ertekin; C. Lee Giles (ECIR, 2009)

Effectively Searching Maps in Web Documents. - Qingzhao Tan; Prasenjit Mitra; C. Lee Giles (ECIR, 2009)

Improving the Table Boundary Detection in PDFs by Fixing the Sequence Error of the Sparse Lines. - Ying Liu 001; Kun Bai; Prasenjit Mitra; C. Lee Giles (ICDAR, 2009)

Finding topic trends in digital libraries. - Levent Bolelli; Seyda Ertekin; Ding Zhou; C. Lee Giles (JCDL, 2009)

Disambiguating authors in academic publications using random forests. - Pucktada Treeratpituk; C. Lee Giles (JCDL, 2009)

MobiSNA: a mobile video social network application. - Liang Gou; Jung-Hyun Kim; Hung-Hsuan Chen; Jason Collins; Marc Goodman; Xiaolong Zhang 001; C. Lee Giles (MobiDE, 2009)

Solving the "Who's Mark Johnson Puzzle": Information Extraction Based Cross Document Coreference. - Jian Huang 002; Sarah M. Taylor; Jonathan L. Smith; Konstantinos A. Fotiadis; C. Lee Giles (HLT-NAACL (Student Research Workshop and Doctoral Consortium), 2009)

Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces. - Su Yan 001; Alex Hai Wang; Dongwon Lee 001; C. Lee Giles (PAKDD, 2009)

Graph based crawler seed selection. - Shuyi Zheng; Pavel A. Dmitriev; C. Lee Giles (WWW, 2009)

Automated analysis of images in documents for intelligent document search. - Xiaonan Lu; Saurabh Kataria 003; William J. Brouwer; James Ze Wang; Prasenjit Mitra; C. Lee Giles (Int. J. Document Anal. Recognit., 2009)

Designing for e-science: Requirements gathering for collaboration in CiteSeer. - Umer Farooq; Craig H. Ganoe; John M. Carroll 001; C. Lee Giles (Int. J. Hum. Comput. Stud., 2009)

Better Naive Bayes classification for high-precision spam detection. - Yang Song 008; Aleksander Kolcz; C. Lee Giles (Softw. Pract. Exp., 2009)

Cloud Computing: A Digital Libraries Perspective. - Pradeep B. Teregowda; Bhuvan Urgaonkar; C. Lee Giles (IEEE CLOUD, 2010)

Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization. - Jian Huang 002; Pucktada Treeratpituk; Sarah M. Taylor; C. Lee Giles (COLING, 2010)

CiteSeerx: A Cloud Perspective. - Pradeep B. Teregowda; Bhuvan Urgaonkar; C. Lee Giles (HotCloud, 2010)

Social network document ranking. - Liang Gou; Xiaolong Zhang 001; Hung-Hsuan Chen; Jung-Hyun Kim; C. Lee Giles (JCDL, 2010)

oreChem ChemXSeer: a semantic digital library for chemistry. - Na Li; Leilei Zhu; Prasenjit Mitra; Karl T. Mueller; Eric Poweleit; C. Lee Giles (JCDL, 2010)

SNDocRank: a social network-based video search ranking framework. - Liang Gou; Hung-Hsuan Chen; Jung-Hyun Kim; Xiaolong Zhang 001; C. Lee Giles (Multimedia Information Retrieval, 2010)

Determining the sexual identities of prehistoric cave artists using digitized handprints: a machine learning approach. - James Ze Wang; Weina Ge; Dean R. Snow; Prasenjit Mitra; C. Lee Giles (ACM Multimedia, 2010)

SEERLAB: A System for Extracting Keyphrases from Scholarly Documents. - Pucktada Treeratpituk; Pradeep B. Teregowda; Jian Huang 002; C. Lee Giles (SemEval@ACL, 2010)

Personalized Feed Recommendation Service for Social Networks. - Huajing Li; Yuan Tian 019; Wang-Chien Lee; C. Lee Giles; Meng-Chang Chen (SocialCom/PASSAT, 2010)

SeerSuite: Developing a Scalable and Reliable Application Framework for Building Digital Libraries by Crawling the Web. - Pradeep B. Teregowda; Isaac G. Councill; Juan Pablo Fernández Ramírez; Madian Khabsa; Shuyi Zheng; C. Lee Giles (WebApps, 2010)

The Ethicality of Web Crawlers. - Yang Sun 002; Isaac G. Councill; C. Lee Giles (Web Intelligence, 2010)

Finding algorithms in scientific articles. - Sumit Bhatia; Prasenjit Mitra; C. Lee Giles (WWW, 2010)

Measuring the web crawler ethics. - C. Lee Giles; Yang Sun 002; Isaac G. Councill (WWW, 2010)

SNDocRank: document ranking based on social networks. - Liang Gou; Hung-Hsuan Chen; Jung-Hyun Kim; Xiaolong Zhang 001; C. Lee Giles (WWW, 2010)

Context-aware citation recommendation. - Qi He 002; Jian Pei 001; Daniel Kifer; Prasenjit Mitra; C. Lee Giles (WWW, 2010)

Exploring web scale language models for search query processing. - Jian Huang 002; Jianfeng Gao 001; Jiangbo Miao; Xiaolong Li; Kuansan Wang; Fritz Behr; C. Lee Giles (WWW, 2010)

Estimating the web robot population. - Yang Sun 002; C. Lee Giles (WWW, 2010)

Locality and attachedness-based temporal social network growth dynamics analysis: A case study of evolving nanotechnology scientific collaboration networks. - Haizheng Zhang; Baojun Qiu; Kristinka Ivanova; C. Lee Giles; Henry C. Foley; John Yen (J. Assoc. Inf. Sci. Technol., 2010)

Watershed Reanalysis: Towards a National Strategy for Model-Data Integration. - Christopher J. Duffy; Lorne Leonard; Gopal Bhatt; Xuan Yu; C. Lee Giles (e-Science Workshops, 2011)

Context Sensitive Topic Models for Author Influence in Document Networks. - Saurabh Kataria 003; Prasenjit Mitra; Cornelia Caragea; C. Lee Giles (IJCAI, 2011)

Classifying text messages for the haiti earthquake. - Cornelia Caragea; Nathan J. McNeese; Anuj R. Jaiswal; Greg Traylor; Hyun-Woo Kim; Prasenjit Mitra; Dinghao Wu; Andrea H. Tapia; C. Lee Giles; Bernard J. Jansen; John Yen (ISCRAM, 2011)

CollabSeer: a search engine for collaboration discovery. - Hung-Hsuan Chen; Liang Gou; Xiaolong Zhang 001; Clyde Lee Giles (JCDL, 2011)

On identifying academic homepages for digital libraries. - Sujatha Das Gollapalli; C. Lee Giles; Prasenjit Mitra; Cornelia Caragea (JCDL, 2011)

Ranking authors in digital libraries. - Sujatha Das Gollapalli; Prasenjit Mitra; C. Lee Giles (JCDL, 2011)

Capturing missing edges in social networks using vertex similarity. - Hung-Hsuan Chen; Liang Gou; Xiaolong Zhang 001; Clyde Lee Giles (K-CAP, 2011)

Citation recommendation without author supervision. - Qi He 002; Daniel Kifer; Jian Pei 001; Prasenjit Mitra; C. Lee Giles (WSDM, 2011)

ChemXSeer Digital Library Gaussian Search - Shibamouli Lahiri; Juan Pablo Fernández Ramírez; Shikha Nangia; Prasenjit Mitra; C. Lee Giles; Karl T. Mueller (CoRR, 2011)

Nonconvex Online Support Vector Machines. - Seyda Ertekin; Léon Bottou; C. Lee Giles (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Identifying, Indexing, and Ranking Chemical Formulae and Chemical Names in Digital Documents. - Bingjun Sun; Prasenjit Mitra; C. Lee Giles; Karl T. Mueller (ACM Trans. Inf. Syst., 2011)

Automatic tag recommendation algorithms for social recommender systems. - Yang Song 008; Lu Zhang 007; C. Lee Giles (ACM Trans. Web, 2011)

Table Header Detection and Classification. - Jing Fang; Prasenjit Mitra; Zhi Tang 001; C. Lee Giles (AAAI, 2012)

Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching. - Pucktada Treeratpituk; C. Lee Giles (AAAI, 2012)

Recommending citations: translating papers into references. - Wenyi Huang; Saurabh Kataria 003; Cornelia Caragea; Prasenjit Mitra; C. Lee Giles; Lior Rokach (CIKM, 2012)

Entity resolution using search engine results. - Madian Khabsa; Pucktada Treeratpituk; C. Lee Giles (CIKM, 2012)

Phrase Pair Classification for Identifying Subtopics. - Sujatha Das; Prasenjit Mitra; C. Lee Giles (ECIR, 2012)

Iterative Graph Feature Mining for Graph Indexing. - Dayu Yuan; Prasenjit Mitra; Huiwen Yu; C. Lee Giles (ICDE, 2012)

Similar researcher search in academic environments. - Sujatha Das Gollapalli; Prasenjit Mitra; C. Lee Giles (JCDL, 2012)

AckSeer: a repository and search engine for automatically extracted acknowledgments from digital libraries. - Madian Khabsa; Pucktada Treeratpituk; C. Lee Giles (JCDL, 2012)

A system for indexing tables, algorithms and figures. - Pradeep B. Teregowda; Madian Khabsa; Clyde Lee Giles (JCDL, 2012)

Improving algorithm search using the algorithm co-citation network. - Suppawong Tuarob; Prasenjit Mitra; C. Lee Giles (JCDL, 2012)

Discovering missing links in networks using vertex similarity measures. - Hung-Hsuan Chen; Liang Gou; Xiaolong (Luke) Zhang; C. Lee Giles (SAC, 2012)

Predicting Recent Links in FOAF Networks. - Hung-Hsuan Chen; Liang Gou; Xiaolong (Luke) Zhang; C. Lee Giles (SBP, 2012)

Towards Building and Analyzing a Social Network of Acknowledgments in Scientific and Academic Documents. - Madian Khabsa; Sharon Koppman; C. Lee Giles (SBP, 2012)

A Framework for Bridging the Gap Between Open Source Search Tools. - Madian Khabsa; Stephen Carman; Sagnik Ray Choudhury; C. Lee Giles (OSIR@SIGIR, 2012)

The evolution of a crawling strategy for an academic document search engine: whitelists and blacklists. - Jian Wu 006; Pradeep B. Teregowda; Juan Pablo Fernández Ramírez; Prasenjit Mitra; Shuyi Zheng; C. Lee Giles (WebSci, 2012)

Web crawler middleware for search engine digital libraries: a case study for citeseerX. - Jian Wu 006; Pradeep B. Teregowda; Madian Khabsa; Stephen Carman; Douglas Jordan; Jose San Pedro Wandelmer; Xin Lu; Prasenjit Mitra; C. Lee Giles (WIDM, 2012)

Specialized Research Datasets in the CiteSeerx Digital Library. - Sumit Bhatia; Cornelia Caragea; Hung-Hsuan Chen; Jian Wu 006; Pucktada Treeratpituk; Zhaohui Wu 002; Madian Khabsa; Prasenjit Mitra; C. Lee Giles (D Lib Mag., 2012)

Neural Network Classification and Prior Class Probabilities. - Steve Lawrence; Ian Burns; Andrew D. Back; Ah Chung Tsoi; C. Lee Giles (Neural Networks: Tricks of the Trade (2nd ed.), 2012)

ASCOS: an asymmetric network structure COntext similarity measure. - Hung-Hsuan Chen; C. Lee Giles (ASONAM, 2013)

Channeling the deluge: research challenges for big data and information systems. - Paul Bennett 001; C. Lee Giles; Alon Y. Halevy; Jiawei Han 001; Marti A. Hearst; Jure Leskovec (CIKM, 2013)

2013 international workshop on computational scientometrics: theory and applications. - Cornelia Caragea; C. Lee Giles; Lior Rokach; Xiaozhong Liu (CIKM, 2013)

Scholarly big data: information extraction and data mining. - C. Lee Giles (CIKM, 2013)

Can back-of-the-book indexes be automatically created? - Zhaohui Wu 002; Zhenhui Li; Prasenjit Mitra; C. Lee Giles (CIKM, 2013)

Unsupervised Ranking for Plagiarism Source Retrieval Notebook for PAN at CLEF 2013. - Kyle Williams 001; Hung-Hsuan Chen; Sagnik Ray Choudhury; C. Lee Giles (CLEF (Working Notes), 2013)

The predictive value of young and old links in a social network. - Hung-Hsuan Chen; David J. Miller 001; C. Lee Giles (DBSocial, 2013)

Near duplicate detection in an academic digital library. - Kyle Williams 001; C. Lee Giles (ACM Symposium on Document Engineering, 2013)

Searching online book documents and analyzing book citations. - Zhaohui Wu 002; Sujatha Das; Zhenhui Li; Prasenjit Mitra; C. Lee Giles (ACM Symposium on Document Engineering, 2013)

Scaling SeerSuite in the Cloud. - Pradeep B. Teregowda; Clyde Lee Giles (IC2E, 2013)

Figure Metadata Extraction from Digital Documents. - Sagnik Ray Choudhury; Prasenjit Mitra; Andi Kirk; Silvia Szep; Donald A. Pellegrino; Sue Jones; C. Lee Giles (ICDAR, 2013)

Automatic Detection of Pseudocodes in Scholarly Documents Using Machine Learning. - Suppawong Tuarob; Sumit Bhatia; Prasenjit Mitra; C. Lee Giles (ICDAR, 2013)

Table of Contents Recognition and Extraction for Heterogeneous Book Documents. - Zhaohui Wu 002; Prasenjit Mitra; C. Lee Giles (ICDAR, 2013)

Towards the Discovery of Diseases Related by Genes Using Vertex Similarity Measures. - Hung-Hsuan Chen; Liang Gou; Xiaolong (Luke) Zhang; C. Lee Giles (ICHI, 2013)

Can't see the forest for the trees?: a citation recommendation system. - Cornelia Caragea; Adrian Silvescu; Prasenjit Mitra; C. Lee Giles (JCDL, 2013)

CSSeer: an expert recommendation system based on CiteseerX. - Hung-Hsuan Chen; Pucktada Treeratpituk; Prasenjit Mitra; C. Lee Giles (JCDL, 2013)

A figure search engine architecture for a chemistry digital library. - Sagnik Ray Choudhury; Suppawong Tuarob; Prasenjit Mitra; Lior Rokach; Andi Kirk; Silvia Szep; Donald A. Pellegrino; Sue Jones; Clyde Lee Giles (JCDL, 2013)

Ranking experts using author-document-topic graphs. - Sujatha Das Gollapalli; Prasenjit Mitra; C. Lee Giles (JCDL, 2013)

A classification scheme for algorithm citation function in scholarly works. - Suppawong Tuarob; Prasenjit Mitra; C. Lee Giles (JCDL, 2013)

Automatic tag recommendation for metadata annotation using probabilistic topic modeling. - Suppawong Tuarob; Line C. Pouchard; C. Lee Giles (JCDL, 2013)

Measuring Term Informativeness in Context. - Zhaohui Wu 002; C. Lee Giles (HLT-NAACL, 2013)

Researcher homepage classification using unlabeled data. - Sujatha Das Gollapalli; Cornelia Caragea; Prasenjit Mitra; C. Lee Giles (WWW, 2013)

Graph-based Approach to Automatic Taxonomy Generation (GraBTax). - Pucktada Treeratpituk; Madian Khabsa; C. Lee Giles (CoRR, 2013)

Mining and Indexing Graphs for Supergraph Search. - Dayu Yuan; Prasenjit Mitra; C. Lee Giles (Proc. VLDB Endow., 2013)

CiteSeerX: AI in a Digital Library Search Engine. - Jian Wu 006; Kyle Mark Williams; Hung-Hsuan Chen; Madian Khabsa; Cornelia Caragea; Alexander Ororbia; Douglas Jordan; C. Lee Giles (AAAI, 2014)

Large scale author name disambiguation in digital libraries. - Madian Khabsa; Pucktada Treeratpituk; C. Lee Giles (IEEE BigData, 2014)

Supervised Ranking for Plagiarism Source Retrieval. - Kyle Williams 001; Hung-Hsuan Chen; C. Lee Giles (CLEF (Working Notes), 2014)

The impact of user corrections on a crawl-based digital library: A CiteSeerX perspective. - Jian Wu 006; Kyle Williams 001; Madian Khabsa; C. Lee Giles (CollaborateCom, 2014)

Classifying and ranking search engine results as potential sources of plagiarism. - Kyle Williams 001; Hung-Hsuan Chen; C. Lee Giles (ACM Symposium on Document Engineering, 2014)

SimSeerX: a similar document search engine. - Kyle Williams 001; Jian Wu 006; C. Lee Giles (ACM Symposium on Document Engineering, 2014)

CiteSeer x : A Scholarly Big Dataset. - Cornelia Caragea; Jian Wu 006; Alina Maria Ciobanu; Kyle Williams 001; Juan Pablo Fernández Ramírez; Hung-Hsuan Chen; Zhaohui Wu 002; C. Lee Giles (ECIR, 2014)

Utility-Based Control Feedback in a Digital Library Search Engine: Cases in CiteSeerX. - Jian Wu 006; Alexander Ororbia; Kyle Williams 001; Madian Khabsa; Zhaohui Wu 002; C. Lee Giles (Feedback Computing, 2014)

Migrating a Digital Library to a Private Cloud. - Jian Wu 006; Pradeep B. Teregowda; Kyle Williams 001; Madian Khabsa; Douglas Jordan; Eric Treece; Zhaohui Wu 002; C. Lee Giles (IC2E, 2014)

Scholarly big data information extraction and integration in the CiteSeerχ digital library. - Kyle Williams 001; Jian Wu 006; Sagnik Ray Choudhury; Madian Khabsa; C. Lee Giles (ICDE Workshops, 2014)

A Web Service for Scholarly Big Data Information Extraction. - Kyle Williams 001; Lichi Li; Madian Khabsa; Jian Wu 006; Patrick C. Shih; C. Lee Giles (ICWS, 2014)

The feasibility of investing in manual correction of metadata for a large-scale digital library. - Hung-Hsuan Chen; Madian Khabsa; C. Lee Giles (JCDL, 2014)

RefSeer: A citation recommendation system. - Wenyi Huang; Zhaohui Wu 002; Prasenjit Mitra; C. Lee Giles (JCDL, 2014)

Crowd-sourcing Web knowledge for metadata extraction. - Zhaohui Wu 002; Wenyi Huang; Chen Liang 001; C. Lee Giles (JCDL, 2014)

Towards building a scholarly big data platform: Challenges, lessons and opportunities. - Zhaohui Wu 002; Jian Wu 006; Madian Khabsa; Kyle Williams 001; Hung-Hsuan Chen; Wenyi Huang; Suppawong Tuarob; Sagnik Ray Choudhury; Alexander Ororbia; Prasenjit Mitra; C. Lee Giles (JCDL, 2014)

Document Analysis and Retrieval Tasks in Scientific Digital Libraries. - Sujatha Das Gollapalli; Cornelia Caragea; Xiaoli Li 001; C. Lee Giles (RuSSIR, 2014)

Extracting Researcher Metadata with Labeled Features. - Sujatha Das Gollapalli; Yanjun Qi; Prasenjit Mitra; C. Lee Giles (SDM, 2014)

Science and Ethnicity: How Ethnicities Shape the Evolution of Computer Science Research Community. - Zhaohui Wu 002; Dayu Yuan; Pucktada Treeratpituk; C. Lee Giles (CoRR, 2014)

"Building a search engine for algorithms" by Suppawong Tuarob, Prasenjit Mitra, and C. Lee Giles with Martin Vesely as coordinator. - Suppawong Tuarob; Prasenjit Mitra; C. Lee Giles (SIGWEB Newsl., 2014)

A Neural Probabilistic Model for Context Based Citation Recommendation. - Wenyi Huang; Zhaohui Wu 002; Chen Liang 001; Prasenjit Mitra; C. Lee Giles (AAAI, 2015)

Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia. - Zhaohui Wu 002; C. Lee Giles (AAAI, 2015)

Storybase: Towards Building a Knowledge Base for News Events. - Zhaohui Wu 002; Chen Liang 001; C. Lee Giles (ACL (System Demonstrations), 2015)

Automatic Extraction of Figures from Scholarly Documents. - Sagnik Ray Choudhury; Prasenjit Mitra; Clyde Lee Giles (DocEng, 2015)

BBookX: An Automatic Book Creation Framework. - Chen Liang 001; Shuting Wang; Zhaohui Wu 002; Kyle Williams 001; Bart Pursel; Benjamin Bräutigam; Sherwyn Saul; Hannah Williams; Kyle Bowen; C. Lee Giles (DocEng, 2015)

Concept Hierarchy Extraction from Textbooks. - Shuting Wang; Chen Liang 001; Zhaohui Wu 002; Kyle Williams 001; Bart Pursel; Benjamin Bräutigam; Sherwyn Saul; Hannah Williams; Kyle Bowen; C. Lee Giles (DocEng, 2015)

Measuring Prerequisite Relations Among Concepts. - Chen Liang 001; Zhaohui Wu 002; Wenyi Huang; C. Lee Giles (EMNLP, 2015)

Learning a Deep Hybrid Model for Semi-Supervised Text Classification. - Alexander G. Ororbia II; C. Lee Giles; David Reitter (EMNLP, 2015)

A hybrid approach to discover semantic hierarchical sections in scholarly documents. - Suppawong Tuarob; Prasenjit Mitra; C. Lee Giles (ICDAR, 2015)

Online Person Name Disambiguation with Constraints. - Madian Khabsa; Pucktada Treeratpituk; C. Lee Giles (JCDL, 2015)

Automatically Generating a Concept Hierarchy with Graphs. - Pucktada Treeratpituk; Madian Khabsa; C. Lee Giles (JCDL, 2015)

Automatic Extraction of Data from Bar Charts. - Rabah A. Al-Zaidy; C. Lee Giles (K-CAP, 2015)

PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search. - Jian Wu 006; Jason Killian; Huaiyu Yang; Kyle Williams 001; Sagnik Ray Choudhury; Suppawong Tuarob; Cornelia Caragea; C. Lee Giles (K-CAP, 2015)

Online Learning of Deep Hybrid Architectures for Semi-supervised Categorization. - Alexander G. Ororbia II; David Reitter; Jian Wu 006; C. Lee Giles (ECML/PKDD (1), 2015)

Updating Graph Indices with a One-Pass Algorithm. - Dayu Yuan; Prasenjit Mitra; Huiwen Yu; C. Lee Giles (SIGMOD Conference, 2015)

On the Use of Similarity Search to Detect Fake Scientific Papers. - Kyle Williams 001; C. Lee Giles (SISAP, 2015)

An Architecture for Information Extraction from Figures in Digital Libraries. - Sagnik Ray Choudhury; Clyde Lee Giles (WWW (Companion Volume), 2015)

Big Scholarly Data in CiteSeerX: Information Extraction from the Web. - Alexander G. Ororbia II; Jian Wu 006; Madian Khabsa; Kyle Williams 001; Clyde Lee Giles (WWW (Companion Volume), 2015)

CiteSeerX: AI in a Digital Library Search Engine. - Jian Wu 006; Kyle Mark Williams; Hung-Hsuan Chen; Madian Khabsa; Cornelia Caragea; Suppawong Tuarob; Alexander Ororbia; Douglas Jordan; Prasenjit Mitra; C. Lee Giles (AI Mag., 2015)

ExpertSeer: a Keyphrase Based Expert Recommender for Digital Libraries. - Hung-Hsuan Chen; Alexander G. Ororbia II; C. Lee Giles (CoRR, 2015)

Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders. - Alexander G. Ororbia II; C. Lee Giles; David Reitter (CoRR, 2015)

Chemical entity extraction using CRF and an ensemble of extractors. - Madian Khabsa; C. Lee Giles (J. Cheminformatics, 2015)

The CHEMDNER corpus of chemicals and drugs and its annotation principles. - Martin Krallinger; Obdulia Rabal; Florian Leitner; Miguel Vazquez; David Salgado; Zhiyong Lu; Robert Leaman; Yanan Lu; Donghong Ji; Daniel M. Lowe; Roger A. Sayle; Riza Theresa Batista-Navarro; et al. (J. Cheminformatics, 2015)

A generalized topic modeling approach for automatic document annotation. - Suppawong Tuarob; Line C. Pouchard; Prasenjit Mitra; C. Lee Giles (Int. J. Digit. Libr., 2015)

Digital Library and Archiving for Qatar. - Tarek Kanan; Sagnik Ray Choudhury; C. Lee Giles; Prashant Chandrasekar; Edward A. Fox (Bull. IEEE Tech. Comm. Digit. Libr., 2015)

ASCOS++: An Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank. - Hung-Hsuan Chen; C. Lee Giles (ACM Trans. Knowl. Discov. Data, 2015)

Improving Researcher Homepage Classification with Unlabeled Data. - Sujatha Das Gollapalli; Cornelia Caragea; Prasenjit Mitra; C. Lee Giles (ACM Trans. Web, 2015)

Automatic Summary Generation for Scientific Data Charts. - Rabah A. Al-Zaidy; Sagnik Ray Choudhury; C. Lee Giles (AAAI Workshop: Scholarly Big Data, 2016)

Document Type Classification in Online Digital Libraries. - Cornelia Caragea; Jian Wu 006; Sujatha Das Gollapalli; C. Lee Giles (AAAI, 2016)

BBookX: Building Online Open Books for Personalized Learning. - Chen Liang 001; Shuting Wang; Zhaohui Wu 002; Kyle Williams 001; Bart Pursel; Benjamin Bräutigam; Sherwyn Saul; Hannah Williams; Kyle Bowen; C. Lee Giles (AAAI, 2016)

Exploring Multiple Feature Spaces for Novel Entity Discovery. - Zhaohui Wu 002; Yang Song 008; C. Lee Giles (AAAI, 2016)

Aggregating Local Context for Accurate Scene Text Detection. - Dafang He; Xiao Yang 004; Wenyi Huang; Zihan Zhou 001; Daniel Kifer; C. Lee Giles (ACCV (5), 2016)

Financial Entity Record Linkage with Random Forests. - Kunho Kim; C. Lee Giles (DSMM@SIGMOD, 2016)

Using Prerequisites to Extract Concept Maps fromTextbooks. - Shuting Wang; Alexander Ororbia; Zhaohui Wu 002; Kyle Williams 001; Chen Liang 001; Bart Pursel; C. Lee Giles (CIKM, 2016)

Curve Separation for Line Graphs in Scholarly Documents. - Sagnik Ray Choudhury; Shuting Wang; C. Lee Giles (JCDL, 2016)

Towards Better Understanding of Academic Search. - Madian Khabsa; Zhaohui Wu 002; C. Lee Giles (JCDL, 2016)

Inventor Name Disambiguation for a Patent Database Using a Random Forest and DBSCAN. - Kunho Kim; Madian Khabsa; C. Lee Giles (JCDL, 2016)

Improving Similar Document Retrieval Using a Recursive Pseudo Relevance Feedback Strategy. - Kyle Williams 001; C. Lee Giles (JCDL, 2016)

Information Extraction for Scholarly Digital Libraries. - Kyle Williams 001; Jian Wu 006; Zhaohui Wu 002; C. Lee Giles (JCDL, 2016)

Detecting Arbitrary Oriented Text in the Wild with a Visual Attention Model. - Wenyi Huang; Dafang He; Xiao Yang 004; Zihan Zhou 001; Daniel Kifer; C. Lee Giles (ACM Multimedia, 2016)

Scalable algorithms for scholarly figure mining and semantics. - Sagnik Ray Choudhury; Shuting Wang; C. Lee Giles (SBD@SIGMOD, 2016)

CiteSeerX data: semanticizing scholarly papers. - Jian Wu 006; Chen Liang 001; Huaiyu Yang; C. Lee Giles (SBD@SIGMOD, 2016)

Scholarly Big Data Knowledge and Semantics. - C. Lee Giles (WWW (Companion Volume), 2016)

BBookX: Design of an Automated Web-based Recommender System for the Creation of Open Learning Content. - Bart Pursel; Chen Liang 001; Shuting Wang; Zhaohui Wu 002; Kyle Williams 001; Benjamin Bräutigam; Sherwyn Saul; Hannah Williams; Kyle Bowen; C. Lee Giles (WWW (Companion Volume), 2016)

Reports of the 2016 AAAI Workshop Program. - Stefano V. Albrecht; Bruno Bouchard 001; John S. Brownstein; David L. Buckeridge; Cornelia Caragea; Kevin M. Carter 001; Adnan Darwiche; Blaz Fortuna; Yannick Francillette; Sébastien Gaboury; C. Lee Giles; Marko Grobelnik; et al. (AI Mag., 2016)

Random Forest DBSCAN for USPTO Inventor Name Disambiguation. - Kunho Kim; Madian Khabsa; C. Lee Giles (CoRR, 2016)

Unifying Adversarial Training Algorithms with Flexible Deep Data Gradient Regularization. - Alexander G. Ororbia II; C. Lee Giles; Daniel Kifer (CoRR, 2016)

Using Non-invertible Data Transformations to Build Adversary-Resistant Deep Neural Networks. - Qinglong Wang 003; Wenbo Guo 002; Alexander G. Ororbia II; Xinyu Xing 001; Lin Lin 003; C. Lee Giles; Xue Liu 001; Peng Liu 005; Gang Xiong 001 (CoRR, 2016)

Learning Adversary-Resistant Deep Neural Networks. - Qinglong Wang 003; Wenbo Guo 002; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; C. Lee Giles; Xue Liu 001 (CoRR, 2016)

Random Feature Nullification for Adversary Resistant Deep Architecture. - Qinglong Wang 003; Wenbo Guo 002; Kaixuan Zhang; Xinyu Xing 001; C. Lee Giles; Xue Liu 001 (CoRR, 2016)

Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading. - Xiao Yang 004; Dafang He; Wenyi Huang; Zihan Zhou 001; Alexander Ororbia; Dan Kifer; C. Lee Giles (CoRR, 2016)

AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data. - Suppawong Tuarob; Sumit Bhatia; Prasenjit Mitra; C. Lee Giles (IEEE Trans. Big Data, 2016)

A Machine Learning Approach for Semantic Structuring of Scientific Charts in Scholarly Documents. - Rabah A. Al-Zaidy; C. Lee Giles (AAAI, 2017)

Recovering Concept Prerequisite Relations from University Course Dependencies. - Chen Liang 001; Jianbo Ye; Zhaohui Wu 002; Bart Pursel; C. Lee Giles (AAAI, 2017)

Multi-scale FCN with Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild. - Dafang He; Xiao Yang 004; Chen Liang 001; Zihan Zhou 001; Alexander G. Ororbia II; Daniel Kifer; C. Lee Giles (CVPR, 2017)

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks. - Xiao Yang 004; Ersin Yumer; Paul Asente; Mike Kraley; Daniel Kifer; C. Lee Giles (CVPR, 2017)

Automatic Knowledge Base Construction from Scholarly Documents. - Rabah A. Al-Zaidy; C. Lee Giles (DocEng, 2017)

Compiling Keyphrase Candidates for Scientific Literature Based on Wikipedia. - Hung-Hsuan Chen; Jian Wu 006; C. Lee Giles (TDDL/MDQual/Futurity@TPDL, 2017)

Multi-Scale Multi-Task FCN for Semantic Page Segmentation and Table Detection. - Dafang He; Scott Cohen; Brian L. Price; Daniel Kifer; C. Lee Giles (ICDAR, 2017)

Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement. - Xiao Yang 004; Dafang He; Zihan Zhou 001; Daniel Kifer; C. Lee Giles (ICDAR, 2017)

Learning to Read Irregular Text with Attention Mechanisms. - Xiao Yang 004; Dafang He; Zihan Zhou 001; Daniel Kifer; C. Lee Giles (IJCAI, 2017)

HESDK: A Hybrid Approach to Extracting Scientific Domain Knowledge Entities. - Jian Wu 006; Sagnik Ray Choudhury; Agnese Chiatti; Chen Liang 001; C. Lee Giles (JCDL, 2017)

Smart Library: Identifying Books on Library Shelves Using Supervised Deep Learning for Scene Text Reading. - Xiao Yang 004; Dafang He; Wenyi Huang; Alexander Ororbia; Zihan Zhou 001; Daniel Kifer; C. Lee Giles (JCDL, 2017)

Text Extraction from Smartphone Screenshots to Archive in situ Media Behavior. - Agnese Chiatti; Xiao Yang 010; Miriam Brinberg; Mu Jung Cho; Anupriya Gagneja; Nilam Ram; Byron Reeves; C. Lee Giles (K-CAP, 2017)

Distractor Generation with Generative Adversarial Nets for Automatically Creating Fill-in-the-blank Questions. - Chen Liang 001; Xiao Yang 004; Drew Wham; Bart Pursel; Rebecca J. Passonneau; C. Lee Giles (K-CAP, 2017)

A Supervised Learning Approach To Entity Matching Between Scholarly Big Datasets. - Jian Wu 006; Athar Sefid; Allen C. Ge; C. Lee Giles (K-CAP, 2017)

Adversary Resistant Deep Neural Networks with an Application to Malware Detection. - Qinglong Wang 003; Wenbo Guo 002; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; Xue Liu 001; C. Lee Giles (KDD, 2017)

Scholarly Digital Libraries as a Platform for Malware Distribution. - Nir Nissim; Aviad Cohen 002; Jian Wu 006; Andrea Lanzi; Lior Rokach; Yuval Elovici; C. Lee Giles (SG-CRC, 2017)

Learning a Hierarchical Latent-Variable Model of Voxelized 3D Shapes. - Shikun Liu; Alexander G. Ororbia II; C. Lee Giles (CoRR, 2017)

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network. - Xiao Yang 004; Mehmet Ersin Yümer 001; Paul Asente; Mike Kraley; Daniel Kifer; C. Lee Giles (CoRR, 2017)

Scaling Author Name Disambiguation with CNF Blocking. - Kunho Kim; Athar Sefid; C. Lee Giles (CoRR, 2017)

An Empirical Evaluation of Recurrent Neural Network Rule Extraction. - Qinglong Wang 003; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; Xue Liu 001; C. Lee Giles (CoRR, 2017)

The Neural Network Pushdown Automaton: Model, Stack and Learning Simulations. - Guo-Zheng Sun; C. Lee Giles; Hsing-Hen Chen; Yee-Chun Lee (CoRR, 2017)

Learning to Adapt by Minimizing Discrepancy. - Alexander G. Ororbia II; Patrick Haffner; David Reitter; C. Lee Giles (CoRR, 2017)

How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information. - Suppawong Tuarob; Conrad S. Tucker; Soundar R. T. Kumara; C. Lee Giles; Aaron L. Pincus; David E. Conroy; Nilam Ram (J. Biomed. Informatics, 2017)

Unifying Adversarial Training Algorithms with Data Gradient Regularization. - Alexander G. Ororbia II; Daniel Kifer; C. Lee Giles (Neural Comput., 2017)

Learning a Hierarchical Latent-Variable Model of 3D Shapes. - Shikun Liu; C. Lee Giles; Alexander Ororbia (3DV, 2018)

Investigating Active Learning for Concept Prerequisite Learning. - Chen Liang 001; Jianbo Ye; Shuting Wang; Bart Pursel; C. Lee Giles (AAAI, 2018)

Large Scale Scene Text Verification with Guided Attention. - Dafang He; Yeqing Li; Alexander N. Gorban; Derrall Heath; Julian Ibarz; Qian Yu; Daniel Kifer; C. Lee Giles (ACCV (5), 2018)

Distractor Generation for Multiple Choice Questions Using Learning to Rank. - Chen Liang 001; Xiao Yang 004; Neisarg Dave; Drew Wham; Bart Pursel; C. Lee Giles (BEA@NAACL-HLT, 2018)

CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset. - Jian Wu 006; Bharath Kandimalla; Shaurya Rohatgi; Athar Sefid; Jianyu Mao; C. Lee Giles (IEEE BigData, 2018)

Defending Against Adversarial Samples Without Security through Obscurity. - Wenbo Guo 002; Qinglong Wang 003; Kaixuan Zhang; Alexander G. Ororbia II; Sui Huang; Xue Liu 001; C. Lee Giles; Lin Lin 003; Xinyu Xing 001 (ICDM, 2018)

A Web Service for Author Name Disambiguation in Scholarly Databases. - Kunho Kim; Athar Sefid; Bruce A. Weinberg; C. Lee Giles (ICWS, 2018)

Text extraction and retrieval from smartphone screenshots: building a repository for life in media. - Agnese Chiatti; Mu Jung Cho; Anupriya Gagneja; Xiao Yang 010; Miriam Brinberg; Katie Roehrick; Sagnik Ray Choudhury; Nilam Ram; Byron Reeves; C. Lee Giles (SAC, 2018)

Extracting Semantic Relations for Scholarly Knowledge Base Construction. - Rabah A. Al-Zaidy; C. Lee Giles (ICSC, 2018)

A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity. - Qinglong Wang 003; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; Xue Liu 001; C. Lee Giles (CoRR, 2018)

Conducting Credit Assignment by Aligning Local Representations. - Alexander G. Ororbia II; Ankur Arjun Mali; Daniel Kifer; C. Lee Giles (CoRR, 2018)

Learned Iterative Decoding for Lossy Image Compression Systems. - Alexander G. Ororbia II; Ankur Arjun Mali; Jian Wu 006; Scott O'Connell; David J. Miller 001; C. Lee Giles (CoRR, 2018)

Guided Attention for Large Scale Scene Text Verification. - Dafang He; Yeqing Li; Alexander N. Gorban; Derrall Heath; Julian Ibarz; Qian Yu; Daniel Kifer; C. Lee Giles (CoRR, 2018)

Online Learning of Recurrent Neural Architectures by Locally Aligning Distributed Representations. - Alexander Ororbia; Ankur Arjun Mali; C. Lee Giles; Daniel Kifer (CoRR, 2018)

Verification of Recurrent Neural Networks Through Rule Extraction. - Qinglong Wang 003; Kaixuan Zhang; Xue Liu 001; C. Lee Giles (CoRR, 2018)

An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks. - Qinglong Wang 003; Kaixuan Zhang; Alexander G. Ororbia II; Xinyu Xing 001; Xue Liu 001; C. Lee Giles (Neural Comput., 2018)

Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets. - Athar Sefid; Jian Wu 006; Allen C. Ge; Jing Zhao; Lu Liu; Cornelia Caragea; Prasenjit Mitra; C. Lee Giles (AAAI, 2019)

Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching. - Xiao Yang 004; Madian Khabsa; Miaosen Wang; Wei Wang 238; Ahmed Hassan Awadallah; Daniel Kifer; C. Lee Giles (AAAI, 2019)

CiteSeerX: 20 years of service to scholarly big data. - Jian Wu 006; Kunho Kim; C. Lee Giles (AIDR, 2019)

BBookX: Creating Semi-Automated Textbooks to Support Student Learning and Decrease Student Costs. - Bart Pursel; Crystal M. Ramsay; Nesirag Dave; Chen Liang 001; C. Lee Giles (iTextbooks@AIED, 2019)

A Learning-based Text Synthesis Engine for Scene Text Detection. - Xiao Yang 010; Dafang He; Daniel Kifer; C. Lee Giles (BMVC, 2019)

Hybrid Deep Pairwise Classification for Author Name Disambiguation. - Kunho Kim; Shaurya Rohatgi; C. Lee Giles (CIKM, 2019)

A Neural Temporal Model for Human Motion Prediction. - Anand Gopalakrishnan; Ankur Arjun Mali; Dan Kifer; C. Lee Giles; Alexander G. Ororbia II (CVPR, 2019)

Learned Neural Iterative Decoding for Lossy Image Compression Systems. - Alexander G. Ororbia II; Ankur Arjun Mali; Jian Wu 006; Scott O'Connell; William Dreese; David J. Miller 001; C. Lee Giles (DCC, 2019)

Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations. - Chen Liang 001; Jianbo Ye; Han Zhao 002; Bart Pursel; C. Lee Giles (EDM, 2019)

Tangent-CFT: An Embedding Model for Mathematical Formulas. - Behrooz Mansouri; Shaurya Rohatgi; Douglas W. Oard; Jian Wu 006; C. Lee Giles; Richard Zanibbi (ICTIR, 2019)

Automatic Slide Generation for Scientific Papers. - Athar Sefid; Jian Wu 006; Prasenjit Mitra; C. Lee Giles (SciKnow@K-CAP, 2019)

TextContourNet: A Flexible and Effective Framework for Improving Scene Text Detection Architecture With a Multi-Task Cascade. - Dafang He; Xiao Yang 004; Dan Kifer; C. Lee Giles (WACV, 2019)

Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents. - Rabah A. Al-Zaidy; Cornelia Caragea; C. Lee Giles (WWW, 2019)

Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework. - Nir Nissim; Aviad Cohen 002; Jian Wu 006; Andrea Lanzi; Lior Rokach; Yuval Elovici; C. Lee Giles (IEEE Access, 2019)

Lifelong Neural Predictive Coding: Sparsity Yields Less Forgetting when Learning Cumulatively. - Alexander Ororbia; Ankur Arjun Mali; Daniel Kifer; C. Lee Giles (CoRR, 2019)

Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata. - Qinglong Wang 003; Kaixuan Zhang; Xue Liu 001; C. Lee Giles (CoRR, 2019)

Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication. - Ankur Arjun Mali; Alexander G. Ororbia II; Clyde Lee Giles (CoRR, 2019)

Query Auto Completion for Math Formula Search. - Shaurya Rohatgi; Wei Zhong; Richard Zanibbi; Jian Wu 006; C. Lee Giles (CoRR, 2019)

Automatic Generation of Headlines for Online Math Questions. - Ke Yuan; Dafang He; Zhuoren Jiang; Liangcai Gao; Zhi Tang 001; C. Lee Giles (AAAI, 2020)

Adversarial Models for Deterministic Finite Automata. - Kaixuan Zhang; Qinglong Wang 003; C. Lee Giles (Canadian AI, 2020)

Modeling Updates of Scholarly Webpages Using Archived Data. - Yasith Jayawardana; Alexander C. Nwala; Gavindya Jayawardena; Jian Wu 006; Sampath Jayarathna; Michael L. Nelson 001; C. Lee Giles (IEEE BigData, 2020)

PSU at CLEF-2020 ARQMath Track: Unsupervised Re-ranking using Pretraining. - Shaurya Rohatgi; Jian Wu 006; C. Lee Giles (CLEF (Working Notes), 2020)

The Sibling Neural Estimator: Improving Iterative Image Decoding with Gradient Communication. - Ankur Arjun Mali; Alexander G. Ororbia II; C. Lee Giles (DCC, 2020)

COVIDSeer: Extending the CORD-19 Dataset. - Shaurya Rohatgi; Zeba Karishma; Jason Chhay; Sai Raghav Reddy Keesara; Jian Wu 006; Cornelia Caragea; C. Lee Giles (DocEng, 2020)

Accelerating Substructure Similarity Search for Formula Retrieval. - Wei Zhong; Shaurya Rohatgi; Jian Wu 006; C. Lee Giles; Richard Zanibbi (ECIR (1), 2020)

Learning CNF Blocking for Large-scale Author Name Disambiguation. - Kunho Kim; Athar Sefid; C. Lee Giles (SDP@EMNLP, 2020)

Acknowledgement Entity Recognition in CORD-19 Papers. - Jian Wu 006; Pei Wang; Xin Wei; Sarah Michele Rajtmajer; C. Lee Giles; Christopher Griffin 001 (SDP@EMNLP, 2020)

Follow The Curve: Arbitrarily Oriented Scene Text Detection Using Key Points Spotting And Curve Prediction. - Ke Yuan; Dafang He; Xiao Yang 004; Zhi Tang 001; Daniel Kifer; C. Lee Giles (ICME, 2020)

Keyphrase Extraction in Scholarly Digital Library Search Engines. - Krutarth Patel; Cornelia Caragea; Jian Wu 006; C. Lee Giles (ICWS, 2020)

Deep Learning, Grammar Transfer, and Transportation Theory. - Kaixuan Zhang; Qinglong Wang 003; C. Lee Giles (ECML/PKDD (2), 2020)

Reducing the Computational Burden of Deep Learning with Recursive Local Representation Alignment. - Alexander Ororbia; Ankur Arjun Mali; Daniel Kifer; C. Lee Giles (CoRR, 2020)

CODA-19: Reliably Annotating Research Aspects on 10,000+ CORD-19 Abstracts Using a Non-Expert Crowd. - Ting-Hao Kenneth Huang; Chieh-Yang Huang; Chien-Kuang Cornelia Ding; Yen-Chia Hsu; C. Lee Giles (CoRR, 2020)

Provably Stable Interpretable Encodings of Context Free Grammars in RNNs with a Differentiable Stack. - John Stogin; Ankur Arjun Mali; C. Lee Giles (CoRR, 2020)

Extractive Summarizer for Scholarly Articles. - Athar Sefid; Clyde Lee Giles; Prasenjit Mitra (CoRR, 2020)

Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews. - Xiaoxiao Li; Rabah A. Al-Zaidy; Amy X. Zhang; Stefan Baral; Le Bao; C. Lee Giles (CoRR, 2020)

Large Scale Subject Category Classification of Scholarly Papers With Deep Attentive Neural Networks. - Bharath Kandimalla; Shaurya Rohatgi; Jian Wu 006; C. Lee Giles (Frontiers Res. Metrics Anal., 2020)

Shapley Homology: Topological Analysis of Sample Influence for Neural Networks. - Kaixuan Zhang; Qinglong Wang 003; Xue Liu 001; C. Lee Giles (Neural Comput., 2020)

A Neural State Pushdown Automata. - Ankur Arjun Mali; Alexander G. Ororbia II; C. Lee Giles (IEEE Trans. Artif. Intell., 2020)

Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations. - Alexander Ororbia; Ankur Arjun Mali; C. Lee Giles; Daniel Kifer (IEEE Trans. Neural Networks Learn. Syst., 2020)

Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units. - Ankur Arjun Mali; Alexander G. Ororbia II; Daniel Kifer; C. Lee Giles (AAAI, 2021)

Understanding and Predicting Retractions of Published Work. - Sai Ajay Modukuri; Sarah Michele Rajtmajer; Anna Cinzia Squicciarini; Jian Wu 006; C. Lee Giles (SDU@AAAI, 2021)

Author Homepage Discovery in CiteSeerX. - Krutarth Patel; Cornelia Caragea; Doina Caragea; C. Lee Giles (AAAI, 2021)

Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies. - Mukund Srinath; Shomir Wilson; C. Lee Giles (ACL/IJCNLP (1), 2021)

Building an Accessible, Usable, Scalable, and Sustainable Service for Scholarly Big Data. - Jian Wu 006; Shaurya Rohatgi; Sai Raghav Reddy Keesara; Jason Chhay; Kevin Kuo; Arjun Manoj Menon; Sean Parsons; Bhuvan Urgaonkar; C. Lee Giles (IEEE BigData, 2021)

Ranked List Fusion and Re-ranking with Pre-trained Transformers for ARQMath Lab. - Shaurya Rohatgi; Jian Wu 006; C. Lee Giles (CLEF (Working Notes), 2021)

OmniLayout: Room Layout Reconstruction From Indoor Spherical Panoramas. - Shivansh Rao; Vikas Kumar; Daniel Kifer; C. Lee Giles; Ankur Arjun Mali (CVPR Workshops, 2021)

An Empirical Analysis of Recurrent Learning Algorithms in Neural Lossy Image Compression Systems. - Ankur Arjun Mali; Alexander G. Ororbia II; Dan Kifer; C. Lee Giles (DCC, 2021)

SlideGen: an abstractive section-based slide generator for scholarly documents. - Athar Sefid; Prasenjit Mitra; C. Lee Giles (DocEng, 2021)

A large-scale exploration of terms of service documents on the web. - Soundarya Nurani Sundareswara; Mukund Srinath; Shomir Wilson; C. Lee Giles (DocEng, 2021)

Math Question Solving and MCQ Distractor Generation with attentional GRU Networks. - Neisarg Dave; Riley Owen Bakes; Bart Pursel; C. Lee Giles (EDM, 2021)

SciCap: Generating Captions for Scientific Figures. - Ting-Yao Hsu; C. Lee Giles; Ting-Hao Kenneth Huang (EMNLP (Findings), 2021)

Document Domain Randomization for Deep Learning Document Layout Extraction. - Meng Ling; Jian Chen 006; Torsten Möller; Petra Isenberg; Tobias Isenberg 001; Michael Sedlmair; Robert S. Laramee; Han-Wei Shen; Jian Wu 006; C. Lee Giles (ICDAR (1), 2021)

Recognizing Long Grammatical Sequences using Recurrent Networks Augmented with an External Differentiable Stack. - Ankur Arjun Mali; Alexander Ororbia; Daniel Kifer; C. Lee Giles (ICGI, 2021)

Investigating Backpropagation Alternatives when Learning to Dynamically Count with Recurrent Neural Networks. - Ankur Arjun Mali; Alexander Ororbia; Daniel Kifer; C. Lee Giles (ICGI, 2021)

PrivaSeer: A Privacy Policy Search Engine. - Mukund Srinath; Soundarya Nurani Sundareswara; C. Lee Giles; Shomir Wilson (ICWE, 2021)

ChartReader: Automatic Parsing of Bar-Plots. - Chinmayee Rane; Seshasayee Mahadevan Subramanya; Devi Sandeep Endluri; Jian Wu 006; C. Lee Giles (IRI, 2021)

What Were People Searching For? A Query Log Analysis of An Academic Search Engine. - Shaurya Rohatgi; C. Lee Giles; Jian Wu 006 (JCDL, 2021)

Extraction and Evaluation of Statistical Information from Social and Behavioral Science Papers. - Sree Sai Teja Lanka; Sarah Michele Rajtmajer; Jian Wu 006; C. Lee Giles (WWW (Companion Volume), 2021)

Design and Analysis of a Synthetic Prediction Market using Dynamic Convex Sets. - Nishanth Nakshatri; Arjun Manoj Menon; C. Lee Giles; Sarah Michele Rajtmajer; Christopher Griffin 001 (CoRR, 2021)

Predicting the Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models. - Jian Wu 006; Rajal Nivargi; Sree Sai Teja Lanka; Arjun Manoj Menon; Sai Ajay Modukuri; Nishanth Nakshatri; Xin Wei; Zhuoer Wang; James Caverlee; Sarah Michele Rajtmajer; C. Lee Giles (CoRR, 2021)

Extractive Research Slide Generation Using Windowed Labeling Ranking. - Athar Sefid; Jian Wu 006; Prasenjit Mitra; C. Lee Giles (CoRR, 2021)

An Entropy Metric for Regular Grammar Classification and Learning with Recurrent Neural Networks. - Kaixuan Zhang; Qinglong Wang 003; C. Lee Giles (Entropy, 2021)

Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them. - Byron Reeves; Nilam Ram; Thomas N. Robinson; James J. Cummings; C. Lee Giles; Jennifer Pan; Agnese Chiatti; Mj Cho; Katie Roehrick; Xiao Yang 010; Anupriya Gagneja; Miriam Brinberg; et al. (Hum. Comput. Interact., 2021)

Guest Editorial: Scholarly Big Data. - Feng Xia 001; C. Lee Giles; Huan Liu 001; Kuansan Wang (IEEE Trans. Emerg. Top. Comput., 2021)

Three Benchmark Datasets for Scholarly Article Layout Analysis. - Meng Ling; Jian Chen 006; Torsten Möller; Petra Isenberg; Tobias Isenberg 001; Michael Sedlmair; Robert S. Laramee; Han-Wei Shen; Jian Wu 006; C. Lee Giles (IEEE DataPort, 2021)

A Synthetic Prediction Market for Estimating Confidence in Published Work. - Sarah Michele Rajtmajer; Christopher Griffin 001; Jian Wu 006; Robert Fraleigh; Laxmaan Balaji; Anna Cinzia Squicciarini; Anthony Kwasnica; David M. Pennock; Michael McLaughlin; Timothy Fritton; Nishanth Nakshatri; Arjun Manoj Menon; et al. (AAAI, 2022)

SciBERTSUM: Extractive Summarization for Scientific Documents. - Athar Sefid; C. Lee Giles (DAS, 2022)

Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder. - Ankur Arjun Mali; Alexander G. Ororbia II; Daniel Kifer; C. Lee Giles (DCC, 2022)

Scholarly big data quality assessment: a case study of document linking and conflation with S2ORC. - Jian Wu 006; Ryan Hiltabrand; Dominik Soós; C. Lee Giles (DocEng, 2022)

Design Considerations for a Sustainable Scholarly Big Data Service. - Jian Wu 006; Shaurya Rohatgi; Manoj K. Angadi; Kavya S. Puranik; C. Lee Giles (FIRE, 2022)

Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting. - Alexander Ororbia; Ankur Arjun Mali; C. Lee Giles; Daniel Kifer (NeurIPS, 2022)

A Study of Computational Reproducibility using URLs Linking to Open Access Datasets and Software. - Lamia Salsabil; Jian Wu 006; Muntabir Hasan Choudhury; William A. Ingram; Edward A. Fox; Sarah Michele Rajtmajer; C. Lee Giles (WWW (Companion Volume), 2022)

Artificial prediction markets present a novel opportunity for human-AI collaboration. - Tatiana Chakravorti; Vaibhav Singh; Sarah Rajmajer; Michael McLaughlin; Robert Fraleigh; Christopher Griffin 001; Anthony Kwasnica; David M. Pennock; C. Lee Giles (CoRR, 2022)

ACL-Fig: A Dataset for Scientific Figure Classification. - Zeba Karishma; Shaurya Rohatgi; Kavya Shrinivas Puranik; Jian Wu 006; C. Lee Giles (SDU@AAAI, 2023)

Backpropagation-Free Deep Learning with Recursive Local Representation Alignment. - Alexander G. Ororbia II; Ankur Arjun Mali; Daniel Kifer; C. Lee Giles (AAAI, 2023)

Artificial Prediction Markets Present a Novel Opportunity for Human-AI Collaboration. - Tatiana Chakravorti; Vaibhav Singh; Sarah Rajtmajer; Michael McLaughlin; Robert Fraleigh; Christopher Griffin 001; Anthony Kwasnica; David M. Pennock; C. Lee Giles (AAMAS, 2023)

Privacy Now or Never: Large-Scale Extraction and Analysis of Dates in Privacy Policy Text. - Mukund Srinath; Lee Matheson; Pranav Narayanan Venkit; Gabriela Zanfir-Fortuna; Florian Schaub; C. Lee Giles; Shomir Wilson (DocEng, 2023)

Privacy Lost and Found: An Investigation at Scale of Web Privacy Policy Availability. - Mukund Srinath; Soundarya Nurani Sundareswara; Pranav Venkit; C. Lee Giles; Shomir Wilson (DocEng, 2023)

GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions. - Ting-Yao Hsu; Chieh-Yang Huang; Ryan A. Rossi; Sungchul Kim; C. Lee Giles; Ting-Hao Kenneth Huang (EMNLP (Findings), 2023)

A Prototype Hybrid Prediction Market for Estimating Replicability of Published Work. - Tatiana Chakravorti; Robert Fraleigh; Timothy Fritton; Michael McLaughlin; Vaibhav Singh; Christopher Griffin 001; Anthony Kwasnica; David M. Pennock; C. Lee Giles; Sarah Rajtmajer (HHAI, 2023)

Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization. - Chieh-Yang Huang; Ting-Yao Hsu; Ryan A. Rossi; Ani Nenkova; Sungchul Kim; Gromit Yeuk-Yin Chan; Eunyee Koh; C. Lee Giles; Ting-Hao (Kenneth) Huang (INLG, 2023)

On the Tensor Representation and Algebraic Homomorphism of the Neural State Turing Machine. - Ankur Arjun Mali; Alexander Ororbia; Daniel Kifer; C. Lee Giles (CoRR, 2023)

On the Computational Complexity and Formal Hierarchy of Second Order Recurrent Neural Networks. - Ankur Arjun Mali; Alexander Ororbia; Daniel Kifer; C. Lee Giles (CoRR, 2023)

Automated Detection and Analysis of Data Practices Using A Real-World Corpus. - Mukund Srinath; Pranav Narayanan Venkit; Maria Badillo; Florian Schaub; C. Lee Giles; Shomir Wilson (ACL (Findings), 2024)

SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings. - Ting-Yao Hsu; Chieh-Yang Huang; Shih-Hong Huang; Ryan A. Rossi; Sungchul Kim; Tong Yu 001; C. Lee Giles; Ting-Hao Kenneth Huang (CHI Extended Abstracts, 2024)

Investigating Symbolic Capabilities of Large Language Models. - Neisarg Dave; Daniel Kifer; C. Lee Giles; Ankur A. Mali (LNSAI@IJCAI, 2024)

Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network. - Neisarg Dave; Daniel Kifer; C. Lee Giles; Ankur A. Mali (CoRR, 2024)

Scaling Automatic Extraction of Pseudocode. - Levent Toksoz; Gang Tan; C. Lee Giles (CoRR, 2024)

Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making. - Siyu Wu; Alessandro Oltramari; Jonathan Francis; C. Lee Giles; Frank E. Ritter (CoRR, 2024)

Precision, Stability, and Generalization: A Comprehensive Assessment of RNNs learnability capability for Classifying Counter and Dyck Languages. - Neisarg Dave; Daniel Kifer; C. Lee Giles; Ankur Arjun Mali (CoRR, 2024)

PseudoSeer: a Search Engine for Pseudocode. - Levent Toksoz; Mukund Srinath; Gang Tan; C. Lee Giles (CoRR, 2024)

A provably stable neural network Turing Machine with finite precision and time. - John Stogin; Ankur Arjun Mali; C. Lee Giles (Inf. Sci., 2024)

LLM-ACTR: from Cognitive Models to LLMs in Manufacturing Solutions. - Siyu Wu; Alessandro Oltramari; Jonathan Francis; C. Lee Giles; Frank E. Ritter (AAAI Spring Symposia, 2025)

Multi-LLM Collaborative Caption Generation in Scientific Documents. - Jaeyoung Kim; Jongho Lee; Hong-Jun Choi; Ting-Yao Hsu; Chieh-Yang Huang; Sungchul Kim; Ryan A. Rossi; Tong Yu 001; Clyde Lee Giles; Ting-Hao (Kenneth) Huang; Sungchul Choi (CoRR, 2025)

Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SCICAP Challenge 2023. - Ting-Yao Hsu; Yi-Li Hsu; Shaurya Rohatgi; Chieh-Yang Huang; Ho Yin Sam Ng; Ryan A. Rossi; Sungchul Kim; Tong Yu 001; Lun-Wei Ku; C. Lee Giles; Ting-Hao K. Huang (CoRR, 2025)

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style. - Debdeep Sanyal; Agniva Maiti; Umakanta Maharana; Dhruv Kumar 001; Ankur Arjun Mali; C. Lee Giles; Murari Mandal (CoRR, 2025)