Kenny Q. Zhu

Orcid: 0000-0003-3782-3230

Affiliations:
  • University of Texas at Arlington, USA
  • Shanghai Jiao Tong University, Department of Computer Science & Engineering (former)


According to our database1, Kenny Q. Zhu authored at least 127 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions.
ACM Comput. Surv., March, 2024

A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision Language Models.
CoRR, 2024

Phonetic and Lexical Discovery of a Canine Language using HuBERT.
CoRR, 2024

On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference.
CoRR, 2024

2023
Reducing repetition in convolutional abstractive summarization.
Nat. Lang. Eng., January, 2023

PsyEval: A Comprehensive Large Language Model Evaluation Benchmark for Mental Health.
CoRR, 2023

EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling.
CoRR, 2023

Towards Lexical Analysis of Dog Vocalizations via Online Videos.
CoRR, 2023

Does My Dog "Speak" Like Me? The Acoustic Correlation between Pet Dogs and Their Human Owners.
CoRR, 2023

Low-Rank Prune-And-Factorize for Language Model Compression.
CoRR, 2023

LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation.
CoRR, 2023

BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Context Compression for Auto-regressive Transformers with Sentinel Tokens.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Statistically Profiling Biases in Natural Language Reasoning Datasets and Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Pruning Pre-trained Language Models with Principled Importance and Self-regularization.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Transcribing Vocal Communications of Domestic Shiba lnu Dogs.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

Reducing Sensitivity on Speaker Names for Text Generation from Dialogues.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

In-sample Curriculum Learning by Sequence Completion for Natural Language Generation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders.
CoRR, 2022

Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration.
CoRR, 2022

Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network.
CoRR, 2022

Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Post-Training Dialogue Summarization using Pseudo-Paraphrasing.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Can Audio Captions Be Evaluated With Image Caption Metrics?
Proceedings of the IEEE International Conference on Acoustics, 2022

Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Opinion Summarization by Weak-Supervision from Mix-structured Data.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Length Control in Abstractive Summarization by Pretraining Information Selection.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Diverse and Specific Clarification Question Generation with Keywords.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Summaries.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data.
CoRR, 2020

ST<sup>2</sup>: Small-data Text Style Transfer via Multi-task Meta-Learning.
CoRR, 2020

AliCoCo: Alibaba E-commerce Cognitive Concept Net.
CoRR, 2020

AliCoCo: Alibaba E-commerce Cognitive Concept Net.
Proceedings of the 2020 International Conference on Management of Data, 2020

Multi-turn Response Selection using Dialogue Dependency Relations.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Matching Questions and Answers in Dialogues from Online Forums.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Enhanced Story Representation by ConceptNet for Predicting Story Endings.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Historic Moments Discovery in Sequence Data.
ACM Trans. Database Syst., 2019

Knowledge empowered prominent aspect extraction from product reviews.
Inf. Process. Manag., 2019

Automatic discovery of adverse reactions through Chinese social media.
Data Min. Knowl. Discov., 2019

Layout-aware information extraction from semi-structured medical images.
Comput. Biol. Medicine, 2019

Exact-K Recommendation via Maximal Clique Optimization.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Aligning Sentences Between Comparable Texts of Different Styles.
Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Conceptualize and Infer User Needs in E-commerce.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Adapted Tree Boosting for Transfer Learning.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

InferSpark: Statistical Inference at Scale.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Automatic Generation of Chinese Short Product Titles for Mobile Display.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Automatic Generation of Chinese Short Product Titles for Mobile Display.
CoRR, 2018

Deep Cascade Multi-task Learning for Slot Filling in Chinese E-commerce Shopping Guide Assistant.
CoRR, 2018

Knowledge Base Question Answering via Encoding of Complex Query Graphs.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

ExtRA: Extracting Prominent Review Aspects from Customer Feedback.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Controlling Length in Abstractive Summarization Using a Convolutional Neural Network.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Unpack Local Model Interpretation for GBDT.
Proceedings of the Database Systems for Advanced Applications, 2018

Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Automatic Extraction of Commonsense LocatedNear Knowledge.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Mining Cross-Cultural Differences and Similarities in Social Media.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Cross-Lingual Entity Linking for Web Tables.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Transfer Learning for Traffic Speed Prediction: A Preliminary Study.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Automatic Generation of Text Descriptive Comments for Code Blocks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Semantic Bootstrapping: A Theoretical Perspective.
IEEE Trans. Knowl. Data Eng., 2017

InferSpark: Statistical Inference at Scale.
CoRR, 2017

A Data-Driven Approach to Infer Knowledge Base Representation for Natural Language Relations.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Commonsense LocatedNear Relation Extraction.
Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media.
Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

2016
DTMiner: identification of potential disease targets through biomedical literature mining.
Bioinform., 2016

Commonsense Causal Reasoning between Short Texts.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

Cross-region traffic prediction for China on OpenStreetMap.
Proceedings of the 9th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2016

Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation.
Proceedings of the COLING 2016, 2016

Towards Non-projective High-Order Dependency Parser.
Proceedings of the COLING 2016, 2016

Representing Verbs as Argument Concepts.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
A Large Probabilistic Semantic Network Based Approach to Compute Term Similarity.
IEEE Trans. Knowl. Data Eng., 2015

SAR: A sentiment-aspect-region model for user preference analysis in geo-tagged reviews.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

False rumors detection on Sina Weibo by propagation structures.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Inferring Binary Relation Schemas for Open Information Extraction.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

An Association Network for Computing Semantic Relatedness.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Clustering Image Search Results by Entity Disambiguation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Efficient Processing of Which-Edge Questions on Shortest Path Queries.
Proceedings of the Database Systems for Advanced Applications, 2014

ρ-uncertainty Anonymization by Partial Suppression.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
Data-Driven Metaphor Recognition and Explanation.
Trans. Assoc. Comput. Linguistics, 2013

Query Suggestion by Concept Instantiation.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Watermarking road maps against crop and merge attacks.
Proceedings of the ACM Information Hiding and Multimedia Security Workshop, 2013

Automatic extraction of top-k lists from the web.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

CISC: clustered image search by conceptualization.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Computing term similarity by large probabilistic isA knowledge.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Wikification via link co-occurrence.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
LAGE: A Java Framework to reconstruct Gene Regulatory Networks from Large-Scale Continues Expression Data
CoRR, 2012

Probase: a probabilistic taxonomy for text understanding.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

LearnPADS + + : Incremental Inference of Ad Hoc Data Formats.
Proceedings of the Practical Aspects of Declarative Languages, 2012

A system for extracting top-K lists from the web.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Understanding Tables on the Web.
Proceedings of the Conceptual Modeling, 2012

Concept-Based Web Search.
Proceedings of the Conceptual Modeling, 2012

2011
Automatic inference of movements from contact histories.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Forest: a language and toolkit for programming with filestores.
Proceedings of the Proceeding of the 16th ACM SIGPLAN international conference on Functional Programming, 2011

2010
Incremental learning of system log formats.
ACM SIGOPS Oper. Syst. Rev., 2010

2009
Language support for processing distributed ad hoc data.
Proceedings of the 11th International ACM SIGPLAN Conference on Principles and Practice of Declarative Programming, 2009

Ad Hoc Data and the Token Ambiguity Problem.
Proceedings of the Practical Aspects of Declarative Languages, 2009

2008
LearnPADS: automatic tool generation from ad hoc data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

From dirt to shovels: fully automatic tool generation from ad hoc data.
Proceedings of the 35th ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2008

2007
Generalized Committed Choice.
Proceedings of the Coordination Models and Languages, 9th International Conference, 2007

2006
Indexing for Dynamic Abstract Regions.
Proceedings of the 22nd International Conference on Data Engineering, 2006

2005
Coordination of Many Agents.
Proceedings of the Logic Programming, 21st International Conference, 2005

2004
Scalable Distributed Depth-First Search with Greedy Work Stealing.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm.
Proceedings of the Genetic and Evolutionary Computation, 2004

Population Diversity in Permutation-Based Genetic Algorithm.
Proceedings of the Machine Learning: ECML 2004, 2004

2003
A Diversity-Controlling Adaptive Genetic Algorithm for the Vehicle Routing Problem with Time Windows.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

2002
A Meeting Scheduling System Based on Open Constraint Programming.
Proceedings of the Advanced Information Systems Engineering, 14th International Conference, 2002

2001
Heuristic methods for vehicle routing problem with time windows.
Artif. Intell. Eng., 2001

Reactive Web Agents with Open Constraint Programming.
Proceedings of the Fifth International Symposium on Autonomous Decentralized Systems, 2001

2000
A reactive method for real time dynamic vehicle routing problem.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Heuristics for Vehicle Routing Problem with Time Windows.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2000


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