Are Statistics-Based Approaches Good Enough For NLP? A Case Study Of Maximal-Length NP Extraction In Mandarin Chinese. - Wenjie Li 002; Haihua Pan; Ming Zhou 001; Kam-Fai Wong; Vincent Y. Lum (ROCLING (1), 1995)

Identifying Temporal Components in a Chinese Temporal Information System. - Wenjie Li 002; Kam-Fai Wong; Chunfa Yuan (Int. J. Comput. Process. Orient. Lang., 2000)

Application and Difficulty of Natural Language Processing in Chinese Temporal Information Extraction. - Wenjie Li 002; Kam-Fai Wong; Chunfa Yuan (NLPRS, 2001)

An Effective Method for Chinese Grammar Rule Learning. - Chunfa Yuan; Gang Chen; Kam-Fai Wong; Wenjie Li 002 (Int. J. Comput. Process. Orient. Lang., 2001)

Toward automatic Chinese temporal information extraction. - Wenjie Li 002; Kam-Fai Wong; Chunfa Yuan (J. Assoc. Inf. Sci. Technol., 2001)

An Indexing Method Based on Sentences. - Li Li; Chunfa Yuan; Kam-Fai Wong; Wenjie Li 002 (SIGHAN@COLING, 2002)

Temporal Representation and Classification in Chinese. - Kam-Fai Wong; Wenjie Li 002; Chunfa Yuan; Xiaodan Zhu 001 (Int. J. Comput. Process. Orient. Lang., 2002)

A word-based approach for modeling and discovering temporal relations embedded in Chinese sentences. - Wenjie Li 002; Kam-Fai Wong (ACM Trans. Asian Lang. Inf. Process., 2002)

The Design of a Statistical Algorithm for Resolving Structural Ambiguity IN "V NP1 usde NP0". - Wenjie Li 002; Kam-Fai Wong (Comput. Intell., 2003)

A Design of Temporal Event Extraction from Chinese Financial News. - Wenjie Li 002; Kam-Fai Wong; Chunfa Yuan (Int. J. Comput. Process. Orient. Lang., 2003)

Performance Evaluation of Crossbar Switch Fabrics in Core Routers. - Wenjie Li 002; Yiping Gong; Bin Liu 001 (J. Interconnect. Networks, 2003)

Applying Machine Learning to Chinese Temporal Relation Resolution. - Wenjie Li 002; Kam-Fai Wong; Guihong Cao; Chunfa Yuan (ACL, 2004)

Combining Linguistic Features with Weighted Bayesian Classifier for Temporal Reference Processing. - Guihong Cao; Wenjie Li 002; Kam-Fai Wong; Chunfa Yuan (COLING, 2004)

Packet-Mode Priority Scheduling for Terabit Core Routers. - Wenjie Li 002; Bin Liu 001 (ISPA, 2004)

A Model for Processing Temporal References in Chinese. - Wenjie Li 002; Kam-Fai Wong; Chunfa Yuan (The Language of Time - A Reader, 2005)

Integrating Collocation Features in Chinese Word Sense Disambiguation. - Wanyin Li; Qin Lu 001; Wenjie Li 002 (SIGHAN@IJCNLP 2005, 2005)

Improving Text Similarity Measurement by Critical Sentence Vector Model. - Wei Li 051; Kam-Fai Wong; Chunfa Yuan; Wenjie Li 002; Yunqing Xia (AIRS, 2005)

Reducing the implementation complexity of combined input and output queued switches by using extended maximal matching algorithm. - Yang Xu 010; Wei Li 051; Beibei Wu; Wenjie Li 002; Bin Liu 001 (GLOBECOM, 2005)

A scalable scheduling algorithm to avoid conflicts in switch-memory-switch routers. - Yang Xu 010; Beibei Wu; Wenjie Li 002; Bin Liu 001 (ICCCN, 2005)

Efficient Approach to Merge and Segment IP Packets. - Wenjie Li 002; Lei Shi 002; Yang Xu 010; Bin Liu 001 (ICCNMC, 2005)

Experiments of Ontology Construction with Formal Concept Analysis. - Sujian Li; Qin Lu 001; Wenjie Li 002 (OntoLex@IJCNLP, 2005)

A Preliminary Work on Classifying Time Granularities of Temporal Questions. - Wei Li 051; Wenjie Li 002; Qin Lu 001; Kam-Fai Wong (IJCNLP, 2005)

CTEMP: A Chinese Temporal Parser for Extracting and Normalizing Temporal Information. - Mingli Wu; Wenjie Li 002; Qin Lu 001; Baoli Li 001 (IJCNLP, 2005)

Preemptive Packet-Mode Scheduling to Improve TCP Performance. - Wenjie Li 002; Bin Liu 001; Lei Shi 002; Yang Xu 010; Dapeng Wu 001 (IWQoS, 2005)

Profile-based event tracking. - Baoli Li 001; Wenjie Li 002; Qin Lu 001; Mingli Wu (SIGIR, 2005)

SPF: to improve the performance of packet-mode scheduling. - Wenjie Li 002; Bin Liu 001 (Comput. Commun., 2005)

An Overview of Temporal Information Extraction. - Kam-Fai Wong; Yunqing Xia; Wenjie Li 002; Chunfa Yuan (Int. J. Comput. Process. Orient. Lang., 2005)

Extractive Summarization using Inter- and Intra- Event Relevance. - Wenjie Li 002; Mingli Wu; Qin Lu 001; Wei Xu 004; Chunfa Yuan (ACL, 2006)

A Phonetic-Based Approach to Chinese Chat Text Normalization. - Yunqing Xia; Kam-Fai Wong; Wenjie Li 002 (ACL, 2006)

Deriving Event Relevance from the Ontology Constructed with Formal Concept Analysis. - Wei Xu 004; Wenjie Li 002; Mingli Wu; Wei Li 051; Chunfa Yuan (CICLing, 2006)

An Improved Method for Finding Bilingual Collocation Correspondences from Monolingual Corpora. - Ruifeng Xu 001; Kam-Fai Wong; Qin Lu 001; Wenjie Li 002 (ICCPOL, 2006)

Building Document Graphs for Multiple News Articles Summarization: An Event-Based Approach. - Wei Xu 004; Chunfa Yuan; Wenjie Li 002; Mingli Wu; Kam-Fai Wong (ICCPOL, 2006)

DS-PPS: A Practical Framework to Guarantee Differentiated QoS in Terabit Routers with Parallel Packet Switch. - Lei Shi 002; Bin Liu 001; Wenjie Li 002; Beibei Wu; Yunhao Liu 001 (INFOCOM, 2006)

Mining Implicit Entities in Queries. - Wei Li 051; Wenjie Li 002; Qin Lu 001 (LREC, 2006)

A Study on Terminology Extraction Based on Classified Corpora. - Yi-Rong Chen; Qin Lu 001; Wenjie Li 002; Zhifang Sui; Luning Ji (LREC, 2006)

Interaction between Lexical Base and Ontology with Formal Concept Analysis. - Sujian Li; Qin Lu 001; Wenjie Li 002; Ruifeng Xu 001 (LREC, 2006)

Constructing A Chinese Chat Language Corpus with A Two-Stage Incremental Annotation Approach. - Yunqing Xia; Kam-Fai Wong; Wenjie Li 002 (LREC, 2006)

A Comparative Study of the Effect of Word Segmentation On Chinese Terminology Extraction. - Luning Ji; Qin Lu 001; Wenjie Li 002; Yi-Rong Chen (PACLIC, 2006)

Enhancing topic tracking with temporal information. - Baoli Li 001; Wenjie Li 002; Qin Lu 001 (SIGIR, 2006)

Integrating Temporal Distribution Information into Event-Based Summarization. - Wenjie Li 002; Mingli Wu; Qin Lu 001; Kam-Fai Wong (Int. J. Comput. Process. Orient. Lang., 2006)

Linguistic and Behavioural Studies of Chinese Chat Language. - Kam-Fai Wong; Yunqing Xia; Wenjie Li 002 (Int. J. Comput. Process. Orient. Lang., 2006)

Parallel Switch System with QoS Guarantee for Real-Time Traffic. - Wenjie Li 002; Bin Liu 001; Yang Xu 010; Heng Liao (J. Comput. Sci. Technol., 2006)

Topic tracking with time granularity reasoning. - Baoli Li 001; Wenjie Li 002; Qin Lu 001 (ACM Trans. Asian Lang. Inf. Process., 2006)

Extractive Summarization Based on Event Term Clustering. - Maofu Liu; Wenjie Li 002; Mingli Wu; Qin Lu 001 (ACL, 2007)

Annotating Chinese Collocations with Multi Information. - Ruifeng Xu 001; Qin Lu 001; Kam-Fai Wong; Wenjie Li 002 (LAW@ACL, 2007)

Automatic Construction of a Core Lexicon for Specific Domain. - Luning Ji; Qin Lu 001; Wenjie Li 002; Yi-Rong Chen (ALPIT, 2007)

Event-Based Extractive Summarization Using Event Semantic Relevance from External Linguistic Resource. - Maofu Liu; Wenjie Li 002; Mingli Wu; Huijun Hu (ALPIT, 2007)

Chinese Terminology Extraction Using Window-Based Contextual Information. - Luning Ji; Mantai Sum; Qin Lu 001; Wenjie Li 002; Yi-Rong Chen (CICLing, 2007)

Applying Machine Learning to Chinese Entity Detection and Tracking. - Donglei Qian; Wenjie Li 002; Chunfa Yuan; Qin Lu 001; Mingli Wu (CICLing, 2007)

Event-Based Summarization Using Time Features. - Mingli Wu; Wenjie Li 002; Qin Lu 001; Kam-Fai Wong (CICLing, 2007)

Developing learning strategies for topic-based summarization. - Ouyang You; Sujian Li; Wenjie Li 002 (CIKM, 2007)

Detecting, categorizing and clustering entity mentions in Chinese text. - Wenjie Li 002; Donglei Qian; Qin Lu 001; Chunfa Yuan (SIGIR, 2007)

Chinese Entity Detection and Tracking: the Experience in ACE. - Wenjie Li 002; Donglei Qian; Qin Lu 001; Chunfa Yuan (Int. J. Comput. Process. Orient. Lang., 2007)

Preliminary Chinese Term Classification for Ontology Construction. - Gaoying Cui; Qin Lu 001; Wenjie Li 002 (ALR@IJCNLP, 2008)

A Novel Feature-based Approach to Chinese Entity Relation Extraction. - Wenjie Li 002; Peng Zhang 002; Furu Wei; Yuexian Hou; Qin Lu 001 (ACL (2), 2008)

PNR2: Ranking Sentences with Positive and Negative Reinforcement for Query-Oriented Update Summarization. - Wenjie Li 002; Furu Wei; Qin Lu 001; Yanxiang He (COLING, 2008)

Extractive Summarization Using Supervised and Semi-Supervised Learning. - Kam-Fai Wong; Mingli Wu; Wenjie Li 002 (COLING, 2008)

A Cluster-Sensitive Graph Model for Query-Oriented Multi-document Summarization. - Furu Wei; Wenjie Li 002; Qin Lu 001; Yanxiang He (ECIR, 2008)

Full-reference quality diagnosis for video summary. - Yan Liu 004; Yan Zhang 031; Maosong Sun 001; Wenjie Li 002 (ICME, 2008)

A Query-Sensitive Graph-Based Sentence Ranking Algorithm for Query-Oriented Multi-document Summarization. - Furu Wei; Yanxiang He; Wenjie Li 002; Qin Lu 001 (ISIP, 2008)

Chinese Core Ontology Construction from a Bilingual Term Bank. - Yi-Rong Chen; Qin Lu 001; Wenjie Li 002; Gaoying Cui (LREC, 2008)

Corpus Exploitation from Wikipedia for Ontology Construction. - Gaoying Cui; Qin Lu 001; Wenjie Li 002; Yi-Rong Chen (LREC, 2008)

Opinion Annotation in On-line Chinese Product Reviews. - Ruifeng Xu 001; Yunqing Xia; Kam-Fai Wong; Wenjie Li 002 (LREC, 2008)

Exploiting the Role of Position Feature in Chinese Relation Extraction. - Peng Zhang 002; Wenjie Li 002; Furu Wei; Qin Lu 001; Yuexian Hou (LREC, 2008)

Developing Evaluation Model of Topical Term for Document-Level Sentiment Classification. - Yi Hu; Wenjie Li 002; Qin Lu 001 (PRICAI, 2008)

Exploiting the Role of Named Entities in Query-Oriented Document Summarization. - Wenjie Li 002; Furu Wei; Ouyang You; Qin Lu 001; Yanxiang He (PRICAI, 2008)

Query-sensitive mutual reinforcement chain and its application in query-oriented multi-document summarization. - Furu Wei; Wenjie Li 002; Qin Lu 001; Yanxiang He (SIGIR, 2008)

PolyU at TAC 2008. - Wenjie Li 002; Ouyang You; Yi Hu; Furu Wei (TAC, 2008)

Learning Knowledge from Relevant Webpage for Opinion Analysis. - Ruifeng Xu 001; Kam-Fai Wong; Qin Lu 001; Yunqing Xia; Wenjie Li 002 (Web Intelligence, 2008)

Performance comparison between fixed length switching and variable length switching. - Chengchen Hu; Wenjie Li 002; Xuefei Chen; Bin Liu 001 (Int. J. Commun. Syst., 2008)

Attributes Selection in Chinese Ontology Acquisition with FCA. - Gaoying Cui; Qin Lu 001; Wenjie Li 002; Yi-Rong Chen (Int. J. Comput. Process. Orient. Lang., 2008)

Pattern-Based Opinion Mining for Stock Market Trend Prediction. - Kam-Fai Wong; Yunqing Xia; Ruifeng Xu 001; Mingli Wu; Wenjie Li 002 (Int. J. Comput. Process. Orient. Lang., 2008)

Co-Feedback Ranking for Query-Focused Summarization. - Furu Wei; Wenjie Li 002; Yanxiang He (ACL/IJCNLP (2), 2009)

An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation. - Ouyang You; Wenjie Li 002; Qin Lu 001 (ACL/IJCNLP (2), 2009)

Extractive Summarization Based on Event Term Temporal Relation Graph and Critical Chain. - Maofu Liu; Wenjie Li 002; Huijun Hu (AIRS, 2009)

HyperSum: hypergraph based semi-supervised sentence ranking for query-oriented summarization. - Wei Wang 013; Furu Wei; Wenjie Li 002; Sujian Li (CIKM, 2009)

iRANK: an interactive ranking framework and its application in query-focused summarization. - Furu Wei; Wenjie Li 002; Wei Wang 013; Yanxiang He (CIKM, 2009)

Mining Concepts from Wikipedia for Ontology Construction. - Gaoying Cui; Qin Lu 001; Wenjie Li 002; Yi-Rong Chen (Web Intelligence/IAT Workshops, 2009)

Automatic Acquisition of Attributes for Ontology Construction. - Gaoying Cui; Qin Lu 001; Wenjie Li 002; Yi-Rong Chen (ICCPOL, 2009)

Event-Based Summarization Using Critical Temporal Event Term Chain. - Maofu Liu; Wenjie Li 002; Xiaolong Zhang; Ji Zhang (ICCPOL, 2009)

Learning Similarity Functions in Graph-Based Document Summarization. - Ouyang You; Wenjie Li 002; Furu Wei; Qin Lu 001 (ICCPOL, 2009)

Query-Oriented Summarization Based on Neighborhood Graph Model. - Furu Wei; Yanxiang He; Wenjie Li 002; Lei Huang (ICCPOL, 2009)

A Novel Composite Kernel Approach to Chinese Entity Relation Extraction. - Ji Zhang; Ouyang You; Wenjie Li 002; Yuexian Hou (ICCPOL, 2009)

PolyU at TAC 2009. - Ouyang You; Wenjie Li 002 (TAC, 2009)

Building a Chinese Collocation Bank. - Ruifeng Xu 001; Qin Lu 001; Kam-Fai Wong; Wenjie Li 002 (Int. J. Comput. Process. Orient. Lang., 2009)

Applying two-level reinforcement ranking in query-oriented multidocument summarization. - Furu Wei; Wenjie Li 002; Qin Lu 001; Yanxiang He (J. Assoc. Inf. Sci. Technol., 2009)

Nonlinear Dimensionality Reduction by Locally Linear Inlaying. - Yuexian Hou; Peng Zhang 002; Xingxing Xu; Xiaowei Zhang; Wenjie Li 002 (IEEE Trans. Neural Networks, 2009)

Introduction to Chinese Natural Language Processing - Kam-Fai Wong; Wenjie Li 002; Ruifeng Xu 001; Zheng-sheng Zhang (Morgan & Claypool Publishers, 2009)

The Chinese Persons Name Diambiguation Evaluation: Exploration of Personal Name Disambiguation in Chinese News. - Ying Chen 012; Peng Jin; Wenjie Li 002; Chu-Ren Huang (CIPS-SIGHAN, 2010)

Exploring Deep Belief Network for Chinese Relation Extraction. - Yu Chen 022; Wenjie Li 002; Yan Liu 004; Dequan Zheng; Tiejun Zhao (CIPS-SIGHAN, 2010)

A Semi-Supervised Key Phrase Extraction Approach: Learning from Title Phrases through a Document Semantic Network. - Decong Li; Sujian Li; Wenjie Li 002; Wei Wang 013; Weiguang Qu (ACL (2), 2010)

Using Deep Belief Nets for Chinese Named Entity Categorization. - Yu Chen 022; You Ouyang; Wenjie Li 002; Dequan Zheng; Tiejun Zhao (NEWS@ACL, 2010)

Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization. - Xiaoyan Cai; Wenjie Li 002; Ouyang You; Hong Yan (COLING, 2010)

A Study on Position Information in Document Summarization. - Ouyang You; Wenjie Li 002; Qin Lu 001; Renxian Zhang (COLING (Posters), 2010)

Sentence Ordering with Event-Enriched Semantics and Two-Layered Clustering for Multi-Document News Summarization. - Renxian Zhang; Wenjie Li 002; Qin Lu 001 (COLING (Posters), 2010)

Modeling Document Summarization as Multi-objective Optimization. - Lei Huang; Yanxiang He; Furu Wei; Wenjie Li 002 (IITSI, 2010)

PolyU at MOAT in NTCIR-8. - Wenping Zhang; Dehong Gao; Wenjie Li 002 (NTCIR, 2010)

A Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-document Summarization. - Xiaoyan Cai; Wenjie Li 002 (PRICAI, 2010)

273. Task 5. Keyphrase Extraction Based on Core Word Identification and Word Expansion. - Ouyang You; Wenjie Li 002; Renxian Zhang (SemEval@ACL, 2010)

PolyU's Experimentation with Guided Summarization. - Renxian Zhang; Ouyang You; Wenjie Li 002 (TAC, 2010)

On Tsallis Entropy Bias and Generalized Maximum Entropy Models - Yuexian Hou; Tingxu Yan; Peng Zhang 002; Dawei Song 001; Wenjie Li 002 (CoRR, 2010)

iRANK: A rank-learn-combine framework for unsupervised ensemble ranking. - Furu Wei; Wenjie Li 002; Shixia Liu (J. Assoc. Inf. Sci. Technol., 2010)

Intertopic information mining for query-based summarization. - Ouyang You; Wenjie Li 002; Sujian Li; Qin Lu 001 (J. Assoc. Inf. Sci. Technol., 2010)

Flow-based packet-mode load-balancing for parallel packet switches. - Lei Shi 002; Wenjie Li 002; Bin Liu 001 (J. High Speed Networks, 2010)

A document-sensitive graph model for multi-document summarization. - Furu Wei; Wenjie Li 002; Qin Lu 001; Yanxiang He (Knowl. Inf. Syst., 2010)

Beyond Redundancies: A Metric-Invariant Method for Unsupervised Feature Selection. - Yuexian Hou; Peng Zhang 002; Tingxu Yan; Wenjie Li 002; Dawei Song 001 (IEEE Trans. Knowl. Data Eng., 2010)

What Are Tweeters Doing: Recognizing Speech Acts in Twitter. - Renxian Zhang; Dehong Gao; Wenjie Li 002 (Analyzing Microtext, 2011)

Exploring strategies for developing link analysis based question-oriented multi-document summarization models. - Sujian Li; Wei Wang 013; Wenjie Li 002 (ICMLC, 2011)

A Wikipedia Based Semantic Graph Model for Topic Tracking in Blogsphere. - Jintao Tang; Ting Wang 009; Qin Lu 001; Ji Wang 001; Wenjie Li 002 (IJCAI, 2011)

Simultaneous Clustering and Noise Detection for Theme-based Summarization. - Xiaoyan Cai; Renxian Zhang; Dehong Gao; Wenjie Li 002 (IJCNLP, 2011)

Learning features through feedback for blog distillation. - Dehong Gao; Renxian Zhang; Wenjie Li 002; Raymond Yiu-Keung Lau; Kam-Fai Wong (SIGIR, 2011)

A bipartite graph based social network splicing method for person name disambiguation. - Jintao Tang; Qin Lu 001; Ting Wang 009; Ji Wang 001; Wenjie Li 002 (SIGIR, 2011)

Guided Summarization with Aspect Recognition. - Renxian Zhang; Ouyang You; Wenjie Li 002 (TAC, 2011)

Using complex network features for fast clustering in the web. - Jintao Tang; Ting Wang 009; Ji Wang 001; Qin Lu 001; Wenjie Li 002 (WWW (Companion Volume), 2011)

Document sentiment classification by exploring description model of topical terms. - Yi Hu; Wenjie Li 002 (Comput. Speech Lang., 2011)

Applying regression models to query-focused multi-document summarization. - Ouyang You; Wenjie Li 002; Sujian Li; Qin Lu 001 (Inf. Process. Manag., 2011)

A spectral analysis approach to document summarization: Clustering and ranking sentences simultaneously. - Xiaoyan Cai; Wenjie Li 002 (Inf. Sci., 2011)

Enhancing sentence-level clustering with integrated and interactive frameworks for theme-based summarization. - Xiaoyan Cai; Wenjie Li 002 (J. Assoc. Inf. Sci. Technol., 2011)

Developing Position Structure-Based Framework for Chinese Entity Relation Extraction. - Peng Zhang 002; Wenjie Li 002; Yuexian Hou; Dawei Song 001 (ACM Trans. Asian Lang. Inf. Process., 2011)

Document-Aware Graph Models for Query-Oriented Multi-document Summarization. - Furu Wei; Wenjie Li 002; Yanxiang He (Multimedia Analysis, Processing and Communications, 2011)

Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning. - Yan Liu 004; Sheng-hua Zhong; Wenjie Li 002 (AAAI, 2012)

Generating Coherent Summaries with Textual Aspects. - Renxian Zhang; Wenjie Li 002; Dehong Gao (AAAI, 2012)

Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection. - Xu Sun 001; Houfeng Wang; Wenjie Li 002 (ACL (1), 2012)

LDA-Based Topic Formation and Topic-Sentence Reinforcement for Graph-Based Multi-document Summarization. - Dehong Gao; Wenjie Li 002; Ouyang You; Renxian Zhang (AIRS, 2012)

Twitter hyperlink recommendation with user-tweet-hyperlink three-way clustering. - Dehong Gao; Renxian Zhang; Wenjie Li 002; Yuexian Hou (CIKM, 2012)

Efficient Feedback-based Feature Learning for Blog Distillation as a Terabyte Challenge. - Dehong Gao; Wenjie Li 002; Renxian Zhang (COLING (Demos), 2012)

Beyond Twitter Text: A Preliminary Study on Twitter Hyperlink and its Application. - Dehong Gao; Wenjie Li 002; Renxian Zhang (COLING (Demos), 2012)

Implicit Discourse Relation Recognition by Selecting Typical Training Examples. - Xun Wang; Sujian Li; Jiwei Li; Wenjie Li 002 (COLING, 2012)

Latent Business Networks Mining: A Probabilistic Generative Model. - Wenping Zhang; Raymond Y. K. Lau; Yunqing Xia; Chunping Li; Wenjie Li 002 (Web Intelligence, 2012)

Mutually Reinforced Manifold-Ranking Based Relevance Propagation Model for Query-Focused Multi-Document Summarization. - Xiaoyan Cai; Wenjie Li 002 (IEEE Trans. Speech Audio Process., 2012)

Co-Training Based Bilingual Sentiment Lexicon Learning. - Dehong Gao; Furu Wei; Wenjie Li 002; Xiaohua Liu; Ming Zhou 001 (AAAI (Late-Breaking Developments), 2013)

Sequential Summarization: A New Application for Timely Updated Twitter Trending Topics. - Dehong Gao; Wenjie Li 002; Renxian Zhang (ACL (2), 2013)

A unified graph model for personalized query-oriented reference paper recommendation. - Fanqi Meng; Dehong Gao; Wenjie Li 002; Xu Sun 001; Yuexian Hou (CIKM, 2013)

Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search. - Xu Sun 001; Wenjie Li 002; Fanqi Meng; Houfeng Wang (IJCNLP, 2013)

A novel topic model for automatic term extraction. - Sujian Li; Jiwei Li; Tao Song; Wenjie Li 002; Baobao Chang (SIGIR, 2013)

Understanding Deep Learning by Revisiting Boltzmann Machines: An Information Geometry Approach - Xiaozhao Zhao; Yuexian Hou; Qian Yu; Dawei Song 001; Wenjie Li 002 (CoRR, 2013)

A progressive sentence selection strategy for document summarization. - Ouyang You; Wenjie Li 002; Renxian Zhang; Sujian Li; Qin Lu 001 (Inf. Process. Manag., 2013)

Exploring hypergraph-based semi-supervised ranking for query-oriented summarization. - Wei Wang 013; Sujian Li; Jiwei Li; Wenjie Li 002; Furu Wei (Inf. Sci., 2013)

Ranking Through Clustering: An Integrated Approach to Multi-Document Summarization. - Xiaoyan Cai; Wenjie Li 002 (IEEE Trans. Speech Audio Process., 2013)

Automatic Twitter Topic Summarization With Speech Acts. - Renxian Zhang; Wenjie Li 002; Dehong Gao; Ouyang You (IEEE Trans. Speech Audio Process., 2013)

Latent Structured Perceptrons for Large-Scale Learning with Hidden Information. - Xu Sun 001; Takuya Matsuzaki; Wenjie Li 002 (IEEE Trans. Knowl. Data Eng., 2013)

Mining pure high-order word associations via information geometry for information retrieval. - Yuexian Hou; Xiaozhao Zhao; Dawei Song 001; Wenjie Li 002 (ACM Trans. Inf. Syst., 2013)

Combining co-clustering with noise detection for theme-based summarization. - Xiaoyan Cai; Wenjie Li 002; Renxian Zhang (ACM Trans. Speech Lang. Process., 2013)

Towards content-level coherence with aspect-guided summarization. - Renxian Zhang; Wenjie Li 002; Dehong Gao (ACM Trans. Speech Lang. Process., 2013)

Text-level Discourse Dependency Parsing. - Sujian Li; Liang Wang 046; Ziqiang Cao; Wenjie Li 002 (ACL (1), 2014)

Inferring topic-dependent influence roles of Twitter users. - Chengyao Chen; Dehong Gao; Wenjie Li 002; Yuexian Hou (SIGIR, 2014)

A semi-supervised method for opinion target extraction. - Tao Ge 001; Wenjie Li 002; Zhifang Sui (WWW (Companion Volume), 2014)

Quadratic Tsallis Entropy Bias and generalized Maximum Entropy Models. - Yuexian Hou; Bo Wang 011; Dawei Song 001; Xiaochun Cao; Wenjie Li 002 (Comput. Intell., 2014)

Feature-Frequency-Adaptive On-line Training for Fast and Accurate Natural Language Processing. - Xu Sun 001; Wenjie Li 002; Houfeng Wang; Qin Lu 001 (Comput. Linguistics, 2014)

Extending the Extreme Physical Information to Universal Cognitive Models via a Confident Information First Principle. - Xiaozhao Zhao; Yuexian Hou; Dawei Song 001; Wenjie Li 002 (Entropy, 2014)

Enhancing diversity and coverage of document summaries through subspace clustering and clustering-based optimization. - Xiaoyan Cai; Wenjie Li 002; Renxian Zhang (Inf. Sci., 2014)

Sequential Summarization: A Full View of Twitter Trending Topics. - Dehong Gao; Wenjie Li 002; Xiaoyan Cai; Renxian Zhang; Ouyang You (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

A Novel Neural Topic Model and Its Supervised Extension. - Ziqiang Cao; Sujian Li; Yang Liu 124; Wenjie Li 002; Heng Ji 001 (AAAI, 2015)

Learning Summary Prior Representation for Extractive Summarization. - Ziqiang Cao; Furu Wei; Sujian Li; Wenjie Li 002; Ming Zhou 001; Houfeng Wang (ACL (2), 2015)

Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis. - Qiang Chen; Wenjie Li 002; Yu Lei 004; Xule Liu; Yanxiang He (ACL (1), 2015)

A Hierarchical Knowledge Representation for Expert Finding on Social Media. - Yanran Li; Wenjie Li 002; Sujian Li (ACL (2), 2015)

Web Person Disambiguation Using Hierarchical Co-reference Model. - Jian Xu 014; Qin Lu 001; Minglei Li 001; Wenjie Li 002 (CICLing (1), 2015)

Component-Enhanced Chinese Character Embeddings. - Yanran Li; Wenjie Li 002; Fei Sun 001; Sujian Li (EMNLP, 2015)

Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification. - Ning Xing; Yuexian Hou; Peng Zhang 002; Wenjie Li 002; Dawei Song 001 (EMNLP, 2015)

A Constrained Multi-view Clustering Approach to Influence Role Detection. - Chengyao Chen; Dehong Gao; Wenjie Li 002; Yuexian Hou (SocInf@IJCAI, 2015)

Modeling Quantum Entanglements in Quantum Language Models. - Mengjiao Xie; Yuexian Hou; Peng Zhang 002; Jingfei Li; Wenjie Li 002; Dawei Song 001 (IJCAI, 2015)

User Preference Modeling by Trust Propagation for Rating Prediction. - Yu Lei 004; Qiang Chen; Chengyao Chen; Wenjie Li 002 (SmartCity, 2015)

Cross-lingual Sentiment Lexicon Learning With Bilingual Word Graph Label Propagation. - Dehong Gao; Furu Wei; Wenjie Li 002; Xiaohua Liu; Ming Zhou 001 (Comput. Linguistics, 2015)

A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines. - Xiaozhao Zhao; Yuexian Hou; Dawei Song 001; Wenjie Li 002 (CoRR, 2015)

Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction. - Wenping Zhang; Chunping Li; Yunming Ye; Wenjie Li 002; Eric W. T. Ngai (IEEE Intell. Syst., 2015)

TGSum: Build Tweet Guided Multi-Document Summarization Dataset. - Ziqiang Cao; Chengyao Chen; Wenjie Li 002; Sujian Li; Furu Wei; Ming Zhou 001 (AAAI, 2016)

Iterative Project Quasi-Newton Algorithm for Training RBM. - Shuai Mi; Xiaozhao Zhao; Yuexian Hou; Peng Zhang 002; Wenjie Li 002; Dawei Song 001 (AAAI, 2016)

AttSum: Joint Learning of Focusing and Summarization with Neural Attention. - Ziqiang Cao; Wenjie Li 002; Sujian Li; Furu Wei; Yanran Li (COLING, 2016)

Content-based Influence Modeling for Opinion Behavior Prediction. - Chengyao Chen; Zhitao Wang; Yu Lei 004; Wenjie Li 002 (COLING, 2016)

PolyU at CL-SciSumm 2016. - Ziqiang Cao; Wenjie Li 002; Dapeng Wu 001 (BIRNDL@JCDL, 2016)

Emotion Corpus Construction Based on Selection from Hashtags. - Minglei Li 001; Yunfei Long; Qin Lu 001; Wenjie Li 002 (LREC, 2016)

Information Ordering with an Event-Enriched Vector Space Model for Multi-Document News Summarization. - Renxian Zhang; Wenjie Li 002; Naishi Liu; Qin Lu 001 (Comput. Intell., 2016)

AttSum: Joint Learning of Focusing and Summarization with Neural Attention. - Ziqiang Cao; Wenjie Li 002; Sujian Li; Furu Wei (CoRR, 2016)

Coherent narrative summarization with a cognitive model. - Renxian Zhang; Wenjie Li 002; Naishi Liu; Dehong Gao (Comput. Speech Lang., 2016)

Featuring, Detecting, and Visualizing Human Sentiment in Chinese Micro-Blog. - Zhiwen Yu 001; Zhitao Wang; Liming Chen 001; Bin Guo 001; Wenjie Li 002 (ACM Trans. Knowl. Discov. Data, 2016)

Joint Copying and Restricted Generation for Paraphrase. - Ziqiang Cao; Chuwei Luo; Wenjie Li 002; Sujian Li (AAAI, 2017)

Improving Multi-Document Summarization via Text Classification. - Ziqiang Cao; Wenjie Li 002; Sujian Li; Furu Wei (AAAI, 2017)

Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. - Shuming Ma; Xu Sun 001; Jingjing Xu 001; Houfeng Wang; Wenjie Li 002; Qi Su 001 (ACL (2), 2017)

A Conditional Variational Framework for Dialog Generation. - Xiaoyu Shen 001; Hui Su; Yanran Li; Wenjie Li 002; Shuzi Niu; Yang Zhao; Akiko Aizawa; Guoping Long (ACL (2), 2017)

Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering. - Jianbo Ye; Yanran Li; Zhaohui Wu; James Z. Wang 001; Wenjie Li 002; Jia Li 001 (ACL (1), 2017)

Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis. - Qiang Chen; Chenliang Li; Wenjie Li 002 (CIKM, 2017)

Modeling Opinion Influence with User Dual Identity. - Chengyao Chen; Zhitao Wang; Wenjie Li 002 (CIKM, 2017)

Alternating Pointwise-Pairwise Learning for Personalized Item Ranking. - Yu Lei 004; Wenjie Li 002; Ziyu Lu; Miao Zhao (CIKM, 2017)

Cross-Lingual Sentiment Relation Capturing for Cross-Lingual Sentiment Analysis. - Qiang Chen; Wenjie Li 002; Yu Lei 004; Xule Liu; Chuwei Luo; Yanxiang He (ECIR, 2017)

A Part-of-Speech Enhanced Neural Conversation Model. - Chuwei Luo; Wenjie Li 002; Qiang Chen; Yanxiang He (ECIR, 2017)

Mode Regularized Generative Adversarial Networks. - Tong Che; Yanran Li; Athul Paul Jacob; Yoshua Bengio; Wenjie Li 002 (ICLR (Poster), 2017)

DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. - Yanran Li; Hui Su; Xiaoyu Shen 001; Wenjie Li 002; Ziqiang Cao; Shuzi Niu (IJCNLP(1), 2017)

Contextual and Feature-based Models by PolyU Team at the NTCIR-13 STC-2 Task. - Yanran Li; Hui Su; Wenjie Li 002 (NTCIR, 2017)

Neural Network based Reinforcement Learning for Real-time Pushing on Text Stream. - Haihui Tan; Ziyu Lu; Wenjie Li 002 (SIGIR, 2017)

Predictive Network Representation Learning for Link Prediction. - Zhitao Wang; Chengyao Chen; Wenjie Li 002 (SIGIR, 2017)

Maximum-Likelihood Augmented Discrete Generative Adversarial Networks. - Tong Che; Yanran Li; Ruixiang Zhang; R. Devon Hjelm; Wenjie Li 002; Yangqiu Song; Yoshua Bengio (CoRR, 2017)

Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing. - Xu Sun 001; Weiwei Sun 001; Shuming Ma; Xuancheng Ren; Yi Zhang 050; Wenjie Li 002; Houfeng Wang (CoRR, 2017)

Exploring Interpersonal Influence by Tracking User Dynamic Interactions. - Chengyao Chen; Wenjie Li 002; Dehong Gao; Yuexian Hou (IEEE Intell. Syst., 2017)

Social Collaborative Filtering by Trust. - Bo Yang 002; Yu Lei 004; Jiming Liu 001; Wenjie Li 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Faithful to the Original: Fact Aware Neural Abstractive Summarization. - Ziqiang Cao; Furu Wei; Wenjie Li 002; Sujian Li (AAAI, 2018)

Modeling Scientific Influence for Research Trending Topic Prediction. - Chengyao Chen; Zhitao Wang; Wenjie Li 002; Xu Sun 001 (AAAI, 2018)

Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation. - Zhuo Li 010; Hongwei Wang 004; Miao Zhao; Wenjie Li 002; Minyi Guo (AAAI, 2018)

Dialogue Generation With GAN. - Hui Su; Xiaoyu Shen 001; Pengwei Hu 001; Wenjie Li 002; Yun Chen (AAAI, 2018)

Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization. - Ziqiang Cao; Wenjie Li 002; Sujian Li; Furu Wei (ACL (1), 2018)

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. - Jingjing Xu 001; Xu Sun 001; Qi Zeng 001; Xiaodong Zhang 022; Xuancheng Ren; Houfeng Wang; Wenjie Li 002 (ACL (1), 2018)

A Sequential Neural Information Diffusion Model with Structure Attention. - Zhitao Wang; Chengyao Chen; Wenjie Li 002 (CIKM, 2018)

Variational Recurrent Model for Session-based Recommendation. - Zhitao Wang; Chengyao Chen; Ke Zhang; Yu Lei 004; Wenjie Li 002 (CIKM, 2018)

RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Jialin Wang; Miao Zhao; Wenjie Li 002; Xing Xie 001; Minyi Guo (CIKM, 2018)

Variational Autoregressive Decoder for Neural Response Generation. - Jiachen Du; Wenjie Li 002; Yulan He 001; Ruifeng Xu 001; Lidong Bing; Xuan Wang 002 (EMNLP, 2018)

Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. - Xiaoyu Shen 001; Hui Su; Wenjie Li 002; Dietrich Klakow (EMNLP, 2018)

Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. - Shuming Ma; Xu Sun 001; Wei Li 101; Sujian Li; Wenjie Li 002; Xuancheng Ren (NAACL-HLT, 2018)

Attention Network for Information Diffusion Prediction. - Zhitao Wang; Chengyao Chen; Wenjie Li 002 (WWW (Companion Volume), 2018)

Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Jialin Wang; Miao Zhao; Wenjie Li 002; Xing Xie 001; Minyi Guo (CoRR, 2018)

Incorporating Relevant Knowledge in Context Modeling and Response Generation. - Yanran Li; Wenjie Li 002; Ziqiang Cao; Chengyao Chen (CoRR, 2018)

A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation. - Xiaoyan Cai; Junwei Han 001; Wenjie Li 002; Renxian Zhang; Shirui Pan; Libin Yang (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Confident Information First Principle for Parameter Reduction and Model Selection of Boltzmann Machines. - Xiaozhao Zhao; Yuexian Hou; Dawei Song 001; Wenjie Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Meta-Path Augmented Response Generation. - Yanran Li; Wenjie Li 002 (AAAI, 2019)

Neighborhood Interaction Attention Network for Link Prediction. - Zhitao Wang; Yu Lei 004; Wenjie Li 002 (CIKM, 2019)

Hierarchical Diffusion Attention Network. - Zhitao Wang; Wenjie Li 002 (IJCAI, 2019)

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Mengdi Zhang 002; Jure Leskovec; Miao Zhao; Wenjie Li 002; Zhongyuan Wang 006 (KDD, 2019)

Social Attentive Deep Q-network for Recommendation. - Yu Lei 004; Zhitao Wang; Wenjie Li 002; Hongbin Pei (SIGIR, 2019)

Knowledge Graph Convolutional Networks for Recommender Systems. - Hongwei Wang 004; Miao Zhao; Xing Xie 001; Wenjie Li 002; Minyi Guo (WWW, 2019)

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation. - Hongwei Wang 004; Fuzheng Zhang; Miao Zhao; Wenjie Li 002; Xing Xie 001; Minyi Guo (WWW, 2019)

Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization. - Hongwei Wang 004; Fuzheng Zhang; Mengdi Zhang 002; Jure Leskovec; Miao Zhao; Wenjie Li 002; Zhongyuan Wang 006 (CoRR, 2019)

An Evolutionary Context-aware Sequential Model for topic evolution of text stream. - Ziyu Lu; Haihui Tan; Wenjie Li 002 (Inf. Sci., 2019)

Interactive Recommendation with User-Specific Deep Reinforcement Learning. - Yu Lei 004; Wenjie Li 002 (ACM Trans. Knowl. Discov. Data, 2019)

Information Diffusion Prediction with Network Regularized Role-based User Representation Learning. - Zhitao Wang; Chengyao Chen; Wenjie Li 002 (ACM Trans. Knowl. Discov. Data, 2019)

Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Jialin Wang; Miao Zhao; Wenjie Li 002; Xing Xie 001; Minyi Guo (ACM Trans. Inf. Syst., 2019)

Reinforcement Learning based Recommendation with Graph Convolutional Q-network. - Yu Lei 004; Hongbin Pei; Hanqi Yan; Wenjie Li 002 (SIGIR, 2020)

Accurate and robust odometry by fusing monocular visual, inertial, and wheel encoder. - Yuqian Niu; Jia Liu 008; Xia Wang 004; Wei Hao; Wenjie Li 002; Lijun Chen 006 (CCF Trans. Pervasive Comput. Interact., 2020)

Tracking Dynamics of Opinion Behaviors with a Content-Based Sequential Opinion Influence Model. - Chengyao Chen; Zhitao Wang; Wenjie Li 002 (IEEE Trans. Affect. Comput., 2020)

Joint Model of Entity Recognition and Relation Extraction with Self-attention Mechanism. - Maofu Liu; Yukun Zhang; Wenjie Li 002; Donghong Ji (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)

Visual-Texual Emotion Analysis With Deep Coupled Video and Danmu Neural Networks. - Chenchen Li; Jialin Wang; Hongwei Wang 004; Miao Zhao; Wenjie Li 002; Xiaotie Deng (IEEE Trans. Multim., 2020)

Template-guided Clarifying Question Generation for Web Search Clarification. - Jian Wang 054; Wenjie Li 002 (CIKM, 2021)

Effect Generation Based on Causal Reasoning. - Feiteng Mu; Wenjie Li 002; Zhipeng Xie (EMNLP (Findings), 2021)

Target-guided Knowledge-aware Recommendation Dialogue System: An Empirical Investigation (Long paper). - Dongding Lin; Jian Wang 054; Wenjie Li 002 (KaRS/ComplexRec@RecSys, 2021)

PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP). - Rong Xiang; Jinghang Gu; Emmanuele Chersoni; Wenjie Li 002; Qin Lu 001; Chu-Ren Huang (SemEval@ACL/IJCNLP, 2021)

Graph-Structured Context Understanding for Knowledge-grounded Response Generation. - Yanran Li; Wenjie Li 002; Zhitao Wang (SIGIR, 2021)

Incremental Knowledge Based Question Answering. - Yongqi Li 001; Wenjie Li 002; Liqiang Nie (CoRR, 2021)

A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering. - Yongqi Li 001; Wenjie Li 002; Liqiang Nie (CoRR, 2021)

Data Distillation for Text Classification. - Yongqi Li 001; Wenjie Li 002 (CoRR, 2021)

Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization. - Shichao Sun; Wenjie Li 002 (CoRR, 2021)

Lexical data augmentation for sentiment analysis. - Rong Xiang; Emmanuele Chersoni; Qin Lu 001; Chu-Ren Huang; Wenjie Li 002; Yunfei Long (J. Assoc. Inf. Sci. Technol., 2021)

Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality. - Jiashuo Wang; Wenjie Li 002; Peiqin Lin; Feiteng Mu (Knowl. Based Syst., 2021)

Hierarchical Attention Link Prediction Neural Network. - Zhitao Wang; Wenjie Li 002; Hanjing Su (Knowl. Based Syst., 2021)

Affective awareness in neural sentiment analysis. - Rong Xiang; Jing Li 049; Mingyu Wan; Jinghang Gu; Qin Lu 001; Wenjie Li 002; Chu-Ren Huang (Knowl. Based Syst., 2021)

Learning Graph Representation With Generative Adversarial Nets. - Hongwei Wang 004; Jialin Wang; Jia Wang 009; Miao Zhao; Weinan Zhang 001; Fuzheng Zhang; Wenjie Li 002; Xing Xie 001; Minyi Guo (IEEE Trans. Knowl. Data Eng., 2021)

Neighborhood Attention Networks With Adversarial Learning for Link Prediction. - Zhitao Wang; Yu Lei 004; Wenjie Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2021)

MMCoQA: Conversational Question Answering over Text, Tables, and Images. - Yongqi Li 001; Wenjie Li 002; Liqiang Nie (ACL (1), 2022)

CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation. - Haisong Liu; Tao Lu 005; Yihui Xu; Jia Liu 008; Wenjie Li 002; Lijun Chen 006 (CVPR, 2022)

Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning. - Yi Cheng; Wenge Liu; Wenjie Li 002; Jiashuo Wang; Ruihui Zhao; Bang Liu; Xiaodan Liang; Yefeng Zheng 001 (EMNLP, 2022)

Few-shot Query-Focused Summarization with Prefix-Merging. - Ruifeng Yuan; Zili Wang; Ziqiang Cao; Wenjie Li 002 (EMNLP, 2022)

Pose Estimation based on a Dual Quaternion Feedback Particle Filter. - Wenjie Li 002; Wasif Naeem; Wenhao Ji; Jia Liu 008; Wei Hao; Lijun Chen 006 (ICRA, 2022)

"My nose is running." "Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics. - Wenge Liu; Yi Cheng; Hao Wang 014; Jianheng Tang; Yafei Liu; Ruihui Zhao; Wenjie Li 002; Yefeng Zheng 001; Xiaodan Liang (IJCAI, 2022)

Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning. - Feiteng Mu; Wenjie Li 002 (IJCAI, 2022)

SAH: Fine-grained RFID Localization with Antenna Calibration. - Xu Zhang; Jia Liu 008; Xingyu Chen; Wenjie Li 002; Lijun Chen 006 (INFOCOM, 2022)

MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation. - Wenge Liu; Jianheng Tang; Yi Cheng; Wenjie Li 002; Yefeng Zheng 001; Xiaodan Liang (NLPCC (1), 2022)

PDQ-Net: Deep probabilistic dual quaternion network for absolute pose regression on SE(3). - Wenjie Li 002; Wasif Naeem; Jia Liu 008; Dequan Zheng; Wei Hao; Lijun Chen 006 (UAI, 2022)

Addressing token uniformity in transformers via singular value transformation. - Hanqi Yan; Lin Gui 003; Wenjie Li 002; Yulan He 001 (UAI, 2022)

Multi-probe attention neural network for COVID-19 semantic indexing. - Jinghang Gu; Rong Xiang; Xing Wang; Jing Li 049; Wenjie Li 002; Longhua Qian; Guodong Zhou; Chu-Ren Huang (BMC Bioinform., 2022)

Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems. - Jian Wang 054; Dongding Lin; Wenjie Li 002 (CoRR, 2022)

Visual Subtitle Feature Enhanced Video Outline Generation. - Qi Lv 001; Ziqiang Cao; Wenrui Xie; Derui Wang; Jingwen Wang; Zhiyong Hu; Tangkun Zhang; Yuan Ba; Yuanhang Li; Min Cao; Wenjie Li 002; Sujian Li; et al. (CoRR, 2022)

Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation. - Peiqin Lin; Jiashuo Wang; Hinrich Schütze; Wenjie Li 002 (CoRR, 2022)

Mutually reinforced network embedding: An integrated approach to research paper recommendation. - Xin Mei; Xiaoyan Cai; Sen Xu; Wenjie Li 002; Shirui Pan; Libin Yang (Expert Syst. Appl., 2022)

Social Attentive Deep Q-Networks for Recommender Systems. - Yu Lei 004; Zhitao Wang; Wenjie Li 002; Hongbin Pei; Quanyu Dai (IEEE Trans. Knowl. Data Eng., 2022)

Hierarchical Prediction and Adversarial Learning For Conditional Response Generation. - Yanran Li; Ruixiang Zhang; Wenjie Li 002; Ziqiang Cao (IEEE Trans. Knowl. Data Eng., 2022)

Joint Learning of User Representation With Diffusion Sequence and Network Structure. - Zhitao Wang; Chengyao Chen; Wenjie Li 002 (IEEE Trans. Knowl. Data Eng., 2022)

Dynamic Graph Reasoning for Conversational Open-Domain Question Answering. - Yongqi Li 001; Wenjie Li 002; Liqiang Nie (ACM Trans. Inf. Syst., 2022)

COLA: Improving Conversational Recommender Systems by Collaborative Augmentation. - Dongding Lin; Jian Wang 054; Wenjie Li 002 (AAAI, 2023)

Preserve Context Information for Extract-Generate Long-Input Summarization Framework. - Ruifeng Yuan; Zili Wang; Ziqiang Cao; Wenjie Li 002 (AAAI, 2023)

Multiview Identifiers Enhanced Generative Retrieval. - Yongqi Li 001; Nan Yang 002; Liang Wang 046; Furu Wei; Wenjie Li 002 (ACL (1), 2023)

Enhancing Event Causality Identification with Counterfactual Reasoning. - Feiteng Mu; Wenjie Li 002 (ACL (2), 2023)

Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue. - Jian Wang 054; Dongding Lin; Wenjie Li 002 (ACL (Findings), 2023)

Medical Dialogue Generation via Dual Flow Modeling. - Kaishuai Xu; Wenjun Hou; Yi Cheng; Jian Wang 054; Wenjie Li 002 (ACL (Findings), 2023)

Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization. - Ruifeng Yuan; Shichao Sun; Zili Wang; Ziqiang Cao; Wenjie Li 002 (ACL (Findings), 2023)

Empirical Analysis of Beam Search Curse and Search Errors with Model Errors in Neural Machine Translation. - Jianfei He; Shichao Sun; Xiaohua Jia; Wenjie Li 002 (EAMT, 2023)

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model. - Lei Geng; Xu Yan; Ziqiang Cao; Juntao Li; Wenjie Li 002; Sujian Li; Xinjie Zhou; Yang Yang 074; Jun Zhang 069 (EMNLP (Findings), 2023)

Self-Detoxifying Language Models via Toxification Reversal. - Chak Tou Leong; Yi Cheng; Jiashuo Wang; Jian Wang 054; Wenjie Li 002 (EMNLP, 2023)

Data Selection Curriculum for Abstractive Text Summarization. - Shichao Sun; Ruifeng Yuan; Jianfei He; Ziqiang Cao; Wenjie Li 002; Xiaohua Jia (EMNLP (Findings), 2023)

Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation. - Jian Wang 054; Yi Cheng; Dongding Lin; Chak Tou Leong; Wenjie Li 002 (EMNLP, 2023)

VIBE: Topic-Driven Temporal Adaptation for Twitter Classification. - Yuji Zhang 002; Jing Li 049; Wenjie Li 002 (EMNLP, 2023)

Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization. - Shichao Sun; Ruifeng Yuan; Wenjie Li 002; Sujian Li (ICASSP, 2023)

Aligning Language Models with Human Preferences via a Bayesian Approach. - Jiashuo Wang; Haozhao Wang; Shichao Sun; Wenjie Li 002 (NeurIPS, 2023)

Deep-Learning Tool for Early Identifying Non-Traumatic Intracranial Hemorrhage Etiology based on CT Scan. - Meng Zhao; Yifan Hu; Ruixuan Jiang; Yuanli Zhao; Dong Zhang; Yan Zhang 031; Rong Wang; Yong Cao; Qian Zhang; Yonggang Ma; Jiaxi Li; Shaochen Yu; et al. (CoRR, 2023)

How Far Are We from Believable AI Agents? A Framework for Evaluating the Believability of Human Behavior Simulation. - Yang Xiao; Yi Cheng; Jinlan Fu; Jiashuo Wang; Wenjie Li 002; Pengfei Liu 003 (CoRR, 2023)

Evolving Large Language Model Assistant with Long-Term Conditional Memory. - Ruifeng Yuan; Shichao Sun; Zili Wang; Ziqiang Cao; Wenjie Li 002 (CoRR, 2023)

Geo-Tile2Vec: A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics. - Yan Luo; Chak Tou Leong; Shuhai Jiao; Fu-Lai Chung; Wenjie Li 002; Guoping Liu (ACM Trans. Spatial Algorithms Syst., 2023)

Online deep Bingham network for probabilistic orientation estimation. - Wenjie Li 002; Jia Liu 008; Wei Hao; Haisong Liu; Dayong Ren; Yanyan Wang; Lijun Chen 006 (IET Comput. Vis., 2023)

Generative retrieval for conversational question answering. - Yongqi Li 001; Nan Yang 002; Liang Wang 046; Furu Wei; Wenjie Li 002 (Inf. Process. Manag., 2023)

Learning to Rank in Generative Retrieval. - Yongqi Li 001; Nan Yang 002; Liang Wang 046; Furu Wei; Wenjie Li 002 (AAAI, 2024)

Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal. - Yi Cheng; Wenge Liu; Jian Wang 054; Chak Tou Leong; Yi Ouyang; Wenjie Li 002; Xian Wu 001; Yefeng Zheng 001 (AAAI, 2024)

Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue. - Jian Wang 054; Chak Tou Leong; Jiashuo Wang; Dongding Lin; Wenjie Li 002; Xiaoyong Wei (ACL (1), 2024)

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. - Yongqi Li 001; Wenjie Wang 007; Leigang Qu; Liqiang Nie; Wenjie Li 002; Tat-Seng Chua (ACL (1), 2024)

Distillation Enhanced Generative Retrieval. - Yongqi Li 001; Zhen Zhang; Wenjie Wang 007; Liqiang Nie; Wenjie Li 002; Tat-Seng Chua (ACL (Findings), 2024)

Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning. - Feiteng Mu; Wenjie Li 002 (ACL (1), 2024)

A Causal Approach for Counterfactual Reasoning in Narratives. - Feiteng Mu; Wenjie Li 002 (ACL (1), 2024)

The Critique of Critique. - Shichao Sun; Junlong Li; Weizhe Yuan; Ruifeng Yuan; Wenjie Li 002; Pengfei Liu 003 (ACL (Findings), 2024)

Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization. - Shichao Sun; Ruifeng Yuan; Ziqiang Cao; Wenjie Li 002; Pengfei Liu 003 (ACL (Findings), 2024)

Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback. - Jiashuo Wang; Chunpu Xu; Chak Tou Leong; Wenjie Li 002; Jing Li 049 (ACL (Findings), 2024)

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding. - Heming Xia; Zhe Yang 013; Qingxiu Dong; Peiyi Wang; Yongqi Li 001; Tao Ge 001; Tianyu Liu 001; Wenjie Li 002; Zhifang Sui (ACL (Findings), 2024)

Recovery Should Never Deviate from Ground Truth: Mitigating Exposure Bias in Neural Machine Translation. - Jianfei He; Shichao Sun; Xiaohua Jia; Wenjie Li 002 (EAMT (1), 2024)

TabMedBERT: A Tabular Knowledge Enhanced Biomedical Pretrained Language Model. - Xu Yan; Lei Geng; Ziqiang Cao; Juntao Li; Wenjie Li 002; Sujian Li; Xinjie Zhou; Yang Yang 074; Jun Zhang 069 (ECAI, 2024)

Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario. - Feiteng Mu; Yong Jiang 001; Liwen Zhang; Chu Liu; Wenjie Li 002; Pengjun Xie; Fei Huang 002 (EMNLP (Findings), 2024)

E²CL: Exploration-based Error Correction Learning for Embodied Agents. - Hanlin Wang; Chak Tou Leong; Jian Wang 054; Wenjie Li 002 (EMNLP (Findings), 2024)

Enhancing Tool Retrieval with Iterative Feedback from Large Language Models. - Qiancheng Xu; Yongqi Li 001; Heming Xia; Wenjie Li 002 (EMNLP (Findings), 2024)

mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval. - Xin Zhang 097; Yanzhao Zhang; Dingkun Long; Wen Xie; Ziqi Dai; Jialong Tang; Huan Lin; Baosong Yang; Pengjun Xie; Fei Huang 002; Meishan Zhang; Wenjie Li 002; et al. (EMNLP (Industry Track), 2024)

DL-PoseNet: A Differential Lightweight Network for Pose Regression over SE(3). - Wenjie Li 002; Jia Liu 008; Yanyan Wang; Wei Hao; Dayong Ren; Lijun Chen 006 (ICRA, 2024)

SCREEN: A Benchmark for Situated Conversational Recommendation. - Dongding Lin; Jian Wang 054; Chak Tou Leong; Wenjie Li 002 (ACM Multimedia, 2024)

Contrastive Preference Learning for Neural Machine Translation. - Jianfei He; Shichao Sun; Sen Peng; Jie Xu 031; Xiaohua Jia; Wenjie Li 002 (NAACL-HLT (Findings), 2024)

Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback. - Jiashuo Wang; Chunpu Xu; Chak Tou Leong; Wenjie Li 002; Jing Li 049 (CoRR, 2024)

Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis. - Kaishuai Xu; Wenjun Hou; Yi Cheng; Jian Wang 054; Wenjie Li 002 (CoRR, 2024)

A Survey of Generative Search and Recommendation in the Era of Large Language Models. - Yongqi Li 001; Xinyu Lin 001; Wenjie Wang 007; Fuli Feng; Liang Pang; Wenjie Li 002; Liqiang Nie; Xiangnan He 001; Tat-Seng Chua (CoRR, 2024)

No Two Devils Alike: Unveiling Distinct Mechanisms of Fine-tuning Attacks. - Chak Tou Leong; Yi Cheng; Kaishuai Xu; Jian Wang 054; Hanlin Wang; Wenjie Li 002 (CoRR, 2024)

AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning. - Jun Gao; Qian Qiao; Ziqiang Cao; Zili Wang; Wenjie Li 002 (CoRR, 2024)

Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG Scenario. - Feiteng Mu; Yong Jiang 001; Liwen Zhang; Chu Liu; Wenjie Li 002; Pengjun Xie; Fei Huang 002 (CoRR, 2024)

OpenResearcher: Unleashing AI for Accelerated Scientific Research. - Yuxiang Zheng; Shichao Sun; Lin Qiu; Dongyu Ru; Cheng Jiayang; Xuefeng Li 003; Jifan Lin; Binjie Wang; Yun Luo; Renjie Pan 001; Yang Xu 010; Qingkai Min; et al. (CoRR, 2024)

E2CL: Exploration-based Error Correction Learning for Embodied Agents. - Hanlin Wang; Chak Tou Leong; Jian Wang 054; Wenjie Li 002 (CoRR, 2024)

Integrative Decoding: Improve Factuality via Implicit Self-consistency. - Yi Cheng; Xiao Liang; Yeyun Gong; Wen Xiao; Song Wang; Yuji Zhang 002; Wenjun Hou; Kaishuai Xu; Wenge Liu; Wenjie Li 002; Jian Jiao 007; Qi Chen 009; et al. (CoRR, 2024)

Subtle Errors Matter: Preference Learning via Error-injected Self-editing. - Kaishuai Xu; Tiezheng Yu; Wenjun Hou; Yi Cheng; Chak Tou Leong; Liangyou Li; Xin Jiang 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (CoRR, 2024)

Direct Preference Optimization Using Sparse Feature-Level Constraints. - Qingyu Yin; Chak Tou Leong; Hongbo Zhang; Minjun Zhu; Hanqi Yan; Qiang Zhang; Yulan He 001; Wenjie Li 002; Jun Wang 121; Yue Zhang 004; Linyi Yang (CoRR, 2024)

GME: Improving Universal Multimodal Retrieval by Multimodal LLMs. - Xin Zhang 097; Yanzhao Zhang; Wen Xie; Mingxin Li; Ziqi Dai; Dingkun Long; Pengjun Xie; Meishan Zhang; Wenjie Li 002; Min Zhang 005 (CoRR, 2024)

SelfCP: Compressing over-limit prompt via the frozen large language model itself. - Jun Gao; Ziqiang Cao; Wenjie Li 002 (Inf. Process. Manag., 2024)

Dialogue acts enhanced extract-abstract framework for meeting summarization. - Shichao Sun; Ruifeng Yuan; Wenjie Li 002; Ziqiang Cao; Sujian Li (Inf. Process. Manag., 2024)

Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation. - Yang Yang 074; Chubing Zhang; Xin Song; Zheng Dong; Hengshu Zhu; Wenjie Li 002 (ACM Trans. Inf. Syst., 2024)

A Target-Driven Planning Approach for Goal-Directed Dialog Systems. - Jian Wang 054; Dongding Lin; Wenjie Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue. - Jian Wang 054; Dongding Lin; Wenjie Li 002 (ACM Trans. Inf. Syst., 2024)

CDA: Covert Deception Attacks in Multi-Agent Resource Scheduling. - Wei Hao; Jia Liu 008; Wenjie Li 002; Lijun Chen 006 (IEEE Robotics Autom. Lett., 2024)

AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning. - Jun Gao; Qian Qiao; Tianxiang Wu; Zili Wang; Ziqiang Cao; Wenjie Li 002 (AAAI, 2025)

Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning. - Xinghao Chen 009; Zhijing Sun; Wenjin Guo; Miaoran Zhang; Yanjun Chen 001; Yirong Sun; Hui Su; Yijie Pan; Dietrich Klakow; Wenjie Li 002; Xiaoyu Shen 001 (ACL (Findings), 2025)

How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation. - Rui Li 094; Heming Xia; Xinfeng Yuan; Qingxiu Dong; Lei Sha; Wenjie Li 002; Zhifang Sui (ACL (Findings), 2025)

UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation. - Jun Gao; Qi Lv 001; Zili Wang; Tianxiang Wu; Ziqiang Cao; Wenjie Li 002 (ACL (1), 2025)

Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region. - Chak Tou Leong; Qingyu Yin; Jian Wang 054; Wenjie Li 002 (ACL (1), 2025)

STeCa: Step-level Trajectory Calibration for LLM Agent Learning. - Hanlin Wang; Jian Wang 054; Chak Tou Leong; Wenjie Li 002 (ACL (Findings), 2025)

PEToolLLM: Towards Personalized Tool Learning in Large Language Models. - Qiancheng Xu; Yongqi Li 001; Heming Xia; Fan Liu; Min Yang 005; Wenjie Li 002 (ACL (Findings), 2025)

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework. - Kaishuai Xu; Tiezheng Yu; Yi Cheng; Wenjun Hou; Liangyou Li; Xin Jiang 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (ACL (Findings), 2025)

Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing. - Kaishuai Xu; Tiezheng Yu; Wenjun Hou; Yi Cheng; Chak Tou Leong; Liangyou Li; Xin Jiang 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (ACL (1), 2025)

Towards Text-Image Interleaved Retrieval. - Xin Zhang 097; Ziqi Dai; Yongqi Li 001; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang; Jun Yu; Wenjie Li 002; Min Zhang 005 (ACL (1), 2025)

Personalized Large Language Model Assistant with Evolving Conditional Memory. - Ruifeng Yuan; Shichao Sun; Yongqi Li 001; Zili Wang; Ziqiang Cao; Wenjie Li 002 (COLING, 2025)

Interleaved-Modal Chain-of-Thought. - Jun Gao; Yongqi Li 001; Ziqiang Cao; Wenjie Li 002 (CVPR, 2025)

Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models. - Xin Zhang 097; Yanzhao Zhang; Wen Xie; Mingxin Li; Ziqi Dai; Dingkun Long; Pengjun Xie; Meishan Zhang; Wenjie Li 002; Min Zhang 005 (CVPR, 2025)

3D Shape Classification by Registration: Neural-Network-Free and Training-Free. - Chang Gou; Yuanqu Mou; Wenjie Li 002; Neetesh Purohit; Suneel Yadav; Haiyang Bai; Xu Zhang; Lijun Chen 006 (ICASSP, 2025)

Integrative Decoding: Improving Factuality via Implicit Self-consistency. - Yi Cheng; Xiao Liang; Yeyun Gong; Wen Xiao; Song Wang; Yuji Zhang 002; Wenjun Hou; Kaishuai Xu; Wenge Liu; Wenjie Li 002; Jian Jiao 007; Qi Chen 009; et al. (ICLR, 2025)

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration. - Heming Xia; Yongqi Li 001; Jun Zhang 069; Cunxiao Du; Wenjie Li 002 (ICLR, 2025)

Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. - Yongqi Li 001; Hongru Cai; Wenjie Wang 007; Leigang Qu; Yinwei Wei; Wenjie Li 002; Liqiang Nie; Tat-Seng Chua (SIGIR, 2025)

Exploring Training and Inference Scaling Laws in Generative Retrieval. - Hongru Cai; Yongqi Li 001; Ruifeng Yuan; Wenjie Wang 007; Zhen Zhang; Wenjie Li 002; Tat-Seng Chua (SIGIR, 2025)

Meta-Learning for Incomplete Multimodal Sentiment Analysis. - Geng Tu; Tianhao Wu; Xuan Luo; Xi Zeng; Wenjie Li 002; Ruifeng Xu 001 (SIGIR, 2025)

Large Language Models Empowered Personalized Web Agents. - Hongru Cai; Yongqi Li 001; Wenjie Wang 007; Fengbin Zhu; Xiaoyu Shen 001; Wenjie Li 002; Tat-Seng Chua (WWW, 2025)

SupportPlay: A Multi-Agent Role-Playing System for Personalized and Sustained Multimodal Emotional Support Conversation. - Geng Tu; Bingbing Wang; Erik Cambria; Wenjie Li 002; Ruifeng Xu 001 (WWW (Companion Volume), 2025)

Unsupervised Query Routing for Retrieval Augmented Generation. - Feiteng Mu; Liwen Zhang; Yong Jiang 001; Wenjie Li 002; Zhen Zhang; Pengjun Xie; Fei Huang 002 (CoRR, 2025)

Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models. - Zhenghao Lin; Zihao Tang; Xiao Liu 029; Yeyun Gong; Yi Cheng; Qi Chen 009; Hang Li; Ying Xin; Ziyue Yang; Kailai Yang; Yu Yan; Xiao Liang; et al. (CoRR, 2025)

JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer. - Zhihao Guan; Jia-Qi Yang 001; Yang Yang 074; Hengshu Zhu; Wenjie Li 002; Hui Xiong 001 (ACM Trans. Knowl. Discov. Data, 2025)

TokenSkip: Controllable Chain-of-Thought Compression in LLMs. - Heming Xia; Yongqi Li 001; Chak Tou Leong; Wenjie Wang 007; Wenjie Li 002 (CoRR, 2025)

Beyond Single Frames: Can LMMs Comprehend Temporal and Contextual Narratives in Image Sequences? - Xiaochen Wang; Heming Xia; Jialin Song; Longyu Guan; Yixin Yang; Qingxiu Dong; Weiyao Luo; Yifan Pu; Yiru Wang; Xiangdi Meng; Wenjie Li 002; Zhifang Sui (CoRR, 2025)

Tutorial Proposal: Speculative Decoding for Efficient LLM Inference. - Heming Xia; Cunxiao Du; Yongqi Li 001; Qian Liu; Wenjie Li 002 (CoRR, 2025)

Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning. - Yanjun Chen 001; Yirong Sun; Xinghao Chen 009; Jian Wang 054; Xiaoyu Shen 001; Wenjie Li 002; Wei Zhang 185 (CoRR, 2025)

Towards Harmless Multimodal Assistants with Blind Preference Optimization. - Yongqi Li 001; Lu Yang; Jian Wang 054; Runyang You; Wenjie Li 002; Liqiang Nie (CoRR, 2025)

Enhancing Narrative Commonsense Reasoning With Multilevel Causal Knowledge. - Feiteng Mu; Wenjie Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization. - Mingbo Song; Heming Xia; Jun Zhang 069; Chak Tou Leong; Qiancheng Xu; Wenjie Li 002; Sujian Li (CoRR, 2025)

Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning. - Xinghao Chen 009; Anhao Zhao; Heming Xia; Xuan Lu; Hanlin Wang; Yanjun Chen 001; Wei Zhang 185; Jian Wang 054; Wenjie Li 002; Xiaoyu Shen 001 (CoRR, 2025)

R2ec: Towards Large Recommender Models with Reasoning. - Runyang You; Yongqi Li 001; Xinyu Lin 001; Xin Zhang 097; Wenjie Wang 007; Wenjie Li 002; Liqiang Nie (CoRR, 2025)

Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States. - Yang Xiao; Jiashuo Wang; Qiancheng Xu; Changhe Song; Chunpu Xu; Yi Cheng; Wenjie Li 002; Pengfei Liu 003 (CoRR, 2025)

LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling. - Yang Xiao; Jiashuo Wang; Ruifeng Yuan; Chunpu Xu; Kaishuai Xu; Wenjie Li 002; Pengfei Liu 003 (CoRR, 2025)

Scaling over Scaling: Exploring Test-Time Scaling Pareto in Large Reasoning Models. - Jian Wang 054; Boyan Zhu; Chak Tou Leong; Yongqi Li 001; Wenjie Li 002 (CoRR, 2025)

SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution. - Hanlin Wang; Chak Tou Leong; Jiashuo Wang; Jian Wang 054; Wenjie Li 002 (CoRR, 2025)

Enhancing User Engagement in Socially-Driven Dialogue through Interactive LLM Alignments. - Jiashuo Wang; Kaitao Song; Chunpu Xu; Changhe Song; Yang Xiao; Dongsheng Li 002; Lili Qiu; Wenjie Li 002 (CoRR, 2025)

Adaptive Sparse Softmax: An Effective and Efficient Softmax Variant. - Qi Lv 001; Lei Geng; Ziqiang Cao; Min Cao; Sujian Li; Wenjie Li 002; Guohong Fu (CoRR, 2025)