| 2026 | ACL | Praat++: Multimedia Annotation System for Speech and Vocalization. | Weiran Zhang, Kenny Q. Zhu |
| 2025 | AAAI | Is Your Image a Good Storyteller? | Xiujie Song, Xiaoyi Pang, Haifeng Tang, Mengyue Wu, Kenny Q. Zhu |
| 2025 | ACL | Tracking Life's Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis. | Minghao Lv, Siyuan Chen, Haoan Jin, Minghao Yuan, Qianqian Ju, Yujia Peng, Kenny Q. Zhu, Mengyue Wu |
| 2025 | ACL | Toward Automatic Discovery of a Canine Phonetic Alphabet. | Theron S. Wang, Xingyuan Li, Hridayesh Lekhak, Tuan Minh Dang, Mengyue Wu, Kenny Q. Zhu |
| 2025 | Interspeech | Dog2vec: Self-Supervised Pre-Training for Canine Vocal Representation. | Xingyuan Li, Kenny Q. Zhu, Mengyue Wu |
| 2025 | NAACL | MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics. | Haoan Jin, Jiacheng Shi, Hanhui Xu, Kenny Q. Zhu, Mengyue Wu |
| 2025 | NAACL | A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge. | Jiaming Luo, Weiyi Luo, Guoqing Sun, Mengchen Zhu, Haifeng Tang, Kenny Q. Zhu, Mengyue Wu |
| 2025 | NAACL | A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models. | Xiujie Song, Mengyue Wu, Kenny Q. Zhu, Chunhao Zhang, Yanyi Chen |
| 2024 | COLING | Low-Rank Prune-And-Factorize for Language Model Compression. | Siyu Ren, Kenny Q. Zhu |
| 2024 | EMNLP | Automatic Reconstruction of Ancient Chinese Pronunciations. | Zhige Huang, Haoan Jin, Mengyue Wu, Kenny Q. Zhu |
| 2024 | EMNLP | Phonetic and Lexical Discovery of Canine Vocalization. | Theron Wang, Xingyuan Li, Chunhao Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2024 | ICLR | Emo: Earth Mover Distance Optimization for Auto-Regressive Language Modeling. | Siyu Ren, Zhiyong Wu, Kenny Q. Zhu |
| 2024 | NAACL | Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media. | Siyuan Chen, Meilin Wang, Minghao Lv, Zhiling Zhang, Juqianqian Juqianqian, Dejiyangla Dejiyangla, Yujia Peng, Kenny Q. Zhu, Mengyue Wu |
| 2023 | ACL | In-sample Curriculum Learning by Sequence Completion for Natural Language Generation. | Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu |
| 2023 | ACL | Reducing Sensitivity on Speaker Names for Text Generation from Dialogues. | Qi Jia, Haifeng Tang, Kenny Q. Zhu |
| 2023 | ACL | Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization. | Shansan Gong, Zelin Zhou, Shuo Wang, Fengjiao Chen, Xiujie Song, Xuezhi Cao, Yunsen Xian, Kenny Q. Zhu |
| 2023 | ACL | Transcribing Vocal Communications of Domestic Shiba lnu Dogs. | Jieyi Huang, Chunhao Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2023 | ACL | Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime. | Zitong Li, Jiawei Li, Haifeng Tang, Kenny Q. Zhu, Ruolan Yang |
| 2023 | ACL | Pruning Pre-trained Language Models with Principled Importance and Self-regularization. | Siyu Ren, Kenny Q. Zhu |
| 2023 | ECAI | Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness. | Shanshan Huang, Siyu Ren, Kenny Q. Zhu |
| 2023 | EMNLP | Statistically Profiling Biases in Natural Language Reasoning Datasets and Models. | Shanshan Huang, Kenny Q. Zhu |
| 2023 | EMNLP | Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model. | Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu |
| 2023 | EMNLP | Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts. | Siyuan Chen, Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2023 | EMNLP | Context Compression for Auto-regressive Transformers with Sentinel Tokens. | Siyu Ren, Qi Jia, Kenny Q. Zhu |
| 2023 | EMNLP | Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. | Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu |
| 2022 | ACL | Length Control in Abstractive Summarization by Pretraining Information Selection. | Yizhu Liu, Qi Jia, Kenny Q. Zhu |
| 2022 | ACL | ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments. | Ruolan Yang, Zitong Li, Haifeng Tang, Kenny Q. Zhu |
| 2022 | EMNLP | Opinion Summarization by Weak-Supervision from Mix-structured Data. | Yizhu Liu, Qi Jia, Kenny Q. Zhu |
| 2022 | EMNLP | Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. | Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu |
| 2022 | ICASSP | Can Audio Captions Be Evaluated With Image Caption Metrics? | Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu |
| 2022 | IJCAI | Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. | Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu |
| 2022 | NAACL | Post-Training Dialogue Summarization using Pseudo-Paraphrasing. | Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu |
| 2022 | NAACL | Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio. | Yizhu Liu, Qi Jia, Kenny Q. Zhu |
| 2022 | NAACL | Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval. | Siyu Ren, Kenny Q. Zhu |
| 2022 | NAACL | Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning. | Siyu Ren, Kenny Q. Zhu |
| 2022 | SIGIR | Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation. | Shansan Gong, Kenny Q. Zhu |
| 2021 | AAAI | DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues. | Qi Jia, Hongru Huang, Kenny Q. Zhu |
| 2021 | AAAI | Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions. | Siyu Ren, Kenny Q. Zhu |
| 2021 | CIKM | Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. | Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu |
| 2021 | IJCAI | Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation. | Zilu Guo, Zhongqiang Huang, Kenny Q. Zhu, Guandan Chen, Kaibo Zhang, Boxing Chen, Fei Huang |
| 2021 | WWW | Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Summaries. | Yizhu Liu, Qi Jia, Kenny Q. Zhu |
| 2021 | WWW | Diverse and Specific Clarification Question Generation with Keywords. | Zhiling Zhang, Kenny Q. Zhu |
| 2020 | CIKM | MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data. | Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu, Libin Shen, Yinggong Zhao |
| 2020 | CIKM | Enhanced Story Representation by ConceptNet for Predicting Story Endings. | Shanshan Huang, Kenny Q. Zhu, Qianzi Liao, Libin Shen, Yinggong Zhao |
| 2020 | ECAI | Matching Questions and Answers in Dialogues from Online Forums. | Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu |
| 2020 | EMNLP | Multi-turn Response Selection using Dialogue Dependency Relations. | Qi Jia, Yizhu Liu, Siyu Ren, Kenny Q. Zhu, Haifeng Tang |
| 2020 | SIGMOD | AliCoCo: Alibaba E-commerce Cognitive Concept Net. | Xusheng Luo, Luxin Liu, Yonghua Yang, Le Bo, Yuanpeng Cao, Jinghang Wu, Qiang Li, Keping Yang, Kenny Q. Zhu |
| 2019 | AAAI | Automatic Generation of Chinese Short Product Titles for Mobile Display. | Yu Gong, Xusheng Luo, Kenny Q. Zhu, Wenwu Ou, Zhao Li, Lu Duan |
| 2019 | AAAI | Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant. | Yu Gong, Xusheng Luo, Yu Zhu, Wenwu Ou, Zhao Li, Muhua Zhu, Kenny Q. Zhu, Lu Duan, Xi Chen |
| 2019 | EMNLP | Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations. | Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu |
| 2019 | KDD | Exact-K Recommendation via Maximal Clique Optimization. | Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu |
| 2018 | AAAI | Transfer Learning for Traffic Speed Prediction: A Preliminary Study. | Bill Y. Lin, Frank F. Xu, Eve Q. Liao, Kenny Q. Zhu |
| 2018 | AAAI | Cross-Lingual Entity Linking for Web Tables. | Xusheng Luo, Kangqi Luo, Xianyang Chen, Kenny Q. Zhu |
| 2018 | ACL | Mining Cross-Cultural Differences and Similarities in Social Media. | Bill Y. Lin, Frank F. Xu, Kenny Q. Zhu, Seung-won Hwang |
| 2018 | ACL | Automatic Extraction of Commonsense LocatedNear Knowledge. | Frank F. Xu, Bill Y. Lin, Kenny Q. Zhu |
| 2018 | COLING | Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text. | Junjie Xing, Kenny Q. Zhu, Shaodian Zhang |
| 2018 | DASFAA | Unpack Local Model Interpretation for GBDT. | Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu |
| 2018 | EMNLP | Controlling Length in Abstractive Summarization Using a Convolutional Neural Network. | Yizhu Liu, Zhiyi Luo, Kenny Q. Zhu |
| 2018 | EMNLP | ExtRA: Extracting Prominent Review Aspects from Customer Feedback. | Zhiyi Luo, Shanshan Huang, Frank F. Xu, Bill Yuchen Lin, Hanyuan Shi, Kenny Q. Zhu |
| 2018 | EMNLP | Knowledge Base Question Answering via Encoding of Complex Query Graphs. | Kangqi Luo, Fengli Lin, Xusheng Luo, Kenny Q. Zhu |
| 2017 | ICDE | Semantic Bootstrapping: A Theoretical Perspective. | Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu |
| 2017 | IJCAI | A Data-Driven Approach to Infer Knowledge Base Representation for Natural Language Relations. | Kangqi Luo, Xusheng Luo, Xianyang Chen, Kenny Q. Zhu |
| 2016 | COLING | Towards Non-projective High-Order Dependency Parser. | Wenjing Fang, Kenny Q. Zhu, Yizhong Wang, Jia Tan |
| 2016 | COLING | Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation. | Shi Feng, Shujie Liu, Nan Yang, Mu Li, Ming Zhou, Kenny Q. Zhu |
| 2016 | KR | Commonsense Causal Reasoning between Short Texts. | Zhiyi Luo, Yuchen Sha, Kenny Q. Zhu, Seung-won Hwang, Zhongyuan Wang |
| 2015 | AAAI | An Association Network for Computing Semantic Relatedness. | Keyang Zhang, Kenny Q. Zhu, Seung-won Hwang |
| 2015 | ICDE | False rumors detection on Sina Weibo by propagation structures. | Ke Wu, Song Yang, Kenny Q. Zhu |
| 2015 | ICDE | SAR: A sentiment-aspect-region model for user preference analysis in geo-tagged reviews. | Kaiqi Zhao, Gao Cong, Quan Yuan, Kenny Q. Zhu |
| 2014 | DASFAA | ρ-uncertainty Anonymization by Partial Suppression. | Xiao Jia, Chao Pan, Xinhui Xu, Kenny Q. Zhu, Eric Lo |
| 2014 | DASFAA | Efficient Processing of Which-Edge Questions on Shortest Path Queries. | Petrie Wong, Duncan Yung, Ming-Hay Luk, Eric Lo, Man Lung Yiu, Kenny Q. Zhu |
| 2013 | CIKM | Wikification via link co-occurrence. | Zhiyuan Cai, Kaiqi Zhao, Kenny Q. Zhu, Haixun Wang |
| 2013 | CIKM | Computing term similarity by large probabilistic isA knowledge. | Pei-Pei Li, Haixun Wang, Kenny Q. Zhu, Zhongyuan Wang, Xindong Wu |
| 2013 | EDBT | CISC: clustered image search by conceptualization. | Kaiqi Zhao, Enxun Wei, Qingyu Sui, Kenny Q. Zhu, Eric Lo |
| 2013 | ICDE | Automatic extraction of top-k lists from the web. | Zhixian Zhang, Kenny Q. Zhu, Haixun Wang, Hongsong Li |