| 2026 | ACL | Can LLM Safety Be Ensured by Constraining Parameter Regions? | Zongmin Li, Jian Su, Farah Benamara, Aixin Sun |
| 2025 | IJCNLP | High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification. | Yuchen Zhang, Yuze Gao, Bin Chen, Wenfeng Li, Shuo Sun, Jian Su |
| 2025 | NAACL | Soft Syntactic Reinforcement for Neural Event Extraction. | Anran Hao, Jian Su, Shuo Sun, Teo Yong Sen |
| 2025 | NAACL | CDB: A Unified Framework for Hope Speech Detection Through Counterfactual, Desire and Belief. | Tulio Ferreira Leite Da Silva, Gonzalo Freijedo Aduna, Farah Benamara, Alda Mari, Zongmin Li, Li Yue, Jian Su |
| 2024 | COLING | Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection. | Tom Bourgeade, Zongmin Li, Farah Benamara, Vronique Moriceau, Jian Su, Aixin Sun |
| 2024 | COLING | Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations. | Donovan Ong, Shuo Sun, Jian Su, Bin Chen |
| 2024 | WCNC | DL-NA-SBD: An Unsupervised Online Deep Learning Approach for Blind Channel Equalization. | Yantao Chen, Binhong Dong, Pengyu Gao, Jian Su, Wenhui Xiong |
| 2023 | ACL | An Exploratory Study on Model Compression for Text-to-SQL. | Shuo Sun, Yuze Gao, Yuchen Zhang, Jian Su, Bin Chen, Yingzhan Lin, Shuqi Sun |
| 2023 | EMNLP | Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison. | Shuo Sun, Yuchen Zhang, Jiahuan Yan, Yuze Gao, Donovan Ong, Bin Chen, Jian Su |
| 2023 | ICIG | Residual Inter-slice Feature Learning for 3D Organ Segmentation. | Junming Zhang, Jian Su, Tao Lei, Xiaogang Du, Yong Wan, Chenxia Li, Sijia Wen, WeiQiang Zhao |
| 2023 | ICPADS | Deep Learning-based Digital Twin for Human Activity Recognition. | Jian Su, Zhenlong Liao, Qiankun Mao, Zhengguo Sheng, Alex X. Liu |
| 2022 | AAAI | Is Discourse Role Important for Emotion Recognition in Conversation? | Donovan Ong, Jian Su, Bin Chen, Anh Tuan Luu, Ashok Narendranath, Yue Li, Shuqi Sun, Yingzhan Lin, Haifeng Wang |
| 2022 | ACIIDS | Semantic Pivoting Model for Effective Event Detection. | Anran Hao, Siu Cheung Hui, Jian Su |
| 2022 | ICASSP | Global Evolution Neural Network for Segmentation of Remote Sensing Images. | Xinzhe Geng, Tao Lei, Qi Chen, Jian Su, Xi He, Qi Wang, Asoke K. Nandi |
| 2018 | ACL | Reasoning with Sarcasm by Reading In-Between. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su |
| 2018 | EMNLP | Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su |
| 2017 | GLOBECOM | A Novel Multi-Hop Distance-Bounding Protocol Used in Wireless Sensor Networks. | Hanguang Luo, Jian Su, Guangjun Wen |
| 2017 | GLOBECOM | Bit Query Based M-ary Tree Protocol for RFID Tags Identification. | Jian Su, Yongrui Chen, Zhengguo Sheng, Le Sun |
| 2013 | EMNLP | Exploiting Discourse Analysis for Article-Wide Temporal Classification. | Jun-Ping Ng, Min-Yen Kan, Ziheng Lin, Vanessa Wei Feng, Bin Chen, Jian Su, Chew Lim Tan |
| 2013 | IJCNLP | Learning a Replacement Model for Query Segmentation with Consistency in Search Logs. | Wei Zhang, Yunbo Cao, Chin-Yew Lin, Jian Su, Chew Lim Tan |
| 2013 | WWW | An error driven approach to query segmentation. | Wei Zhang, Yunbo Cao, Chin-Yew Lin, Jian Su, Chew Lim Tan |
| 2012 | COLING | A Lazy Learning Model for Entity Linking using Query-Specific Information. | Wei Zhang, Jian Su, Chew Lim Tan, Yunbo Cao, Chin-Yew Lin |
| 2011 | IJCAI | Source-Selection-Free Transfer Learning. | Evan Wei Xiang, Sinno Jialin Pan, Weike Pan, Jian Su, Qiang Yang |
| 2011 | IJCAI | Entity Linking with Effective Acronym Expansion, Instance Selection, and Topic Modeling. | Wei Zhang, Yan Chuan Sim, Jian Su, Chew Lim Tan |
| 2011 | IJCNLP | A Wikipedia-LDA Model for Entity Linking with Batch Size Changing Instance Selection. | Wei Zhang, Jian Su, Chew Lim Tan |
| 2011 | IJCNLP | A Unified Event Coreference Resolution by Integrating Multiple Resolvers. | Bin Chen, Jian Su, Sinno Jialin Pan, Chew Lim Tan |
| 2010 | ACL | Kernel Based Discourse Relation Recognition with Temporal Ordering Information. | Wenting Wang, Jian Su, Chew Lim Tan |
| 2010 | COLING | A Twin-Candidate Based Approach for Event Pronoun Resolution using Composite Kernel. | Bin Chen, Jian Su, Chew Lim Tan |
| 2010 | COLING | Entity Linking Leveraging Automatically Generated Annotation. | Wei Zhang, Jian Su, Chew Lim Tan, Wenting Wang |
| 2010 | COLING | Predicting Discourse Connectives for Implicit Discourse Relation Recognition. | Zhi-Min Zhou, Yu Xu, Zheng-Yu Niu, Man Lan, Jian Su, Chew Lim Tan |
| 2010 | EMNLP | Resolving Event Noun Phrases to Their Verbal Mentions. | Bin Chen, Jian Su, Chew Lim Tan |
| 2010 | SIGdial | The Effects of Discourse Connectives Prediction on Implicit Discourse Relation Recognition. | Zhi-Min Zhou, Man Lan, Zheng-Yu Niu, Yu Xu, Jian Su |
| 2009 | IJCNN | CpG-discover: A machine learning approach for CpG islands identification from human DNA sequence. | Man Lan, Yu Xu, Lin Li, Fei Wang, Ying Zuo, Yuan Chen, Chew Lim Tan, Jian Su |
| 2008 | ACL | An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming. | Xiaofeng Yang, Jian Su, Jun Lang, Chew Lim Tan, Ting Liu, Sheng Li |
| 2008 | CIS | cDNA Microarray Image Processing Using Spot Centroid of Intensity. | Guirong Weng, Yuehuan Wang, Jian Su |
| 2008 | COLING | Other-Anaphora Resolution in Biomedical Texts with Automatically Mined Patterns. | Bin Chen, Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2008 | IJCNLP | An Eeffective Methods of Using Web Based Information for Relation Extraction. | Stanley Wai Keong Yong, Jian Su |
| 2007 | ACL | Coreference Resolution Using Semantic Relatedness Information from Automatically Discovered Patterns. | Xiaofeng Yang, Jian Su |
| 2007 | IJCNN | Text Representations for Text Categorization: A Case Study in Biomedical Domain. | Man Lan, Chew Lim Tan, Jian Su, Hwee-Boon Low |
| 2007 | PIMRC | DFT-Based Channel Estimation in Comb-Type Pilot-Aided OFDM Systems with Virtual Carriers. | Kan Zheng, Jian Su, Wenbo Wang |
| 2007 | PIMRC | A Transmit Diversity Scheme with Hierarchical Transmission for Broadcast in Cellular Systems. | Kan Zheng, Jian Su, Wenbo Wang |
| 2006 | ACL | A Phrase-Based Statistical Model for SMS Text Normalization. | AiTi Aw, Min Zhang, Juan Xiao, Jian Su |
| 2006 | ACL | Kernel-Based Pronoun Resolution with Structured Syntactic Knowledge. | Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2006 | ACL | A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features. | Min Zhang, Jie Zhang, Jian Su, Guodong Zhou |
| 2006 | ACL | Modeling Commonality among Related Classes in Relation Extraction. | Guodong Zhou, Jian Su, Min Zhang |
| 2006 | NAACL | Exploring Syntactic Features for Relation Extraction using a Convolution Tree Kernel. | Min Zhang, Jie Zhang, Jian Su |
| 2005 | ACL | Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility Information. | Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2005 | ACL | Exploring Various Knowledge in Relation Extraction. | Guodong Zhou, Jian Su, Jie Zhang, Min Zhang |
| 2005 | CICLING | Entity-Based Noun Phrase Coreference Resolution. | Xiaofeng Yang, Jian Su, Lingpeng Yang |
| 2005 | CICLING | Resolution of Data Sparseness in Named Entity Recognition Using Hierarchical Features and Feature Relaxation Principle. | Guodong Zhou, Jian Su, Lingpeng Yang |
| 2005 | CICLING | Mutual Information Independence Model Using Kernel Density Estimation for Segmenting and Labeling Sequential Data. | Guodong Zhou, Lingpeng Yang, Jian Su, Dong-Hong Ji |
| 2005 | IJCNLP | A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification Capability. | Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2005 | IJCNLP | A Phrase-Based Context-Dependent Joint Probability Model for Named Entity Translation. | Min Zhang, Haizhou Li, Jian Su, Hendra Setiawan |
| 2005 | IJCNLP | Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering. | Min Zhang, Jian Su, Danmei Wang, Guodong Zhou, Chew Lim Tan |
| 2004 | ACL | A Joint Source-Channel Model for Machine Transliteration. | Haizhou Li, Min Zhang, Jian Su |
| 2004 | ACL | Multi-Criteria-based Active Learning for Named Entity Recognition. | Dan Shen, Jie Zhang, Jian Su, Guodong Zhou, Chew Lim Tan |
| 2004 | ACL | Improving Pronoun Resolution by Incorporating Coreferential Information of Candidates. | Xiaofeng Yang, Jian Su, Guodong Zhou, Chew Lim Tan |
| 2004 | COLING | An NP-Cluster Based Approach to Coreference Resolution. | Xiaofeng Yang, Jian Su, Guodong Zhou, Chew Lim Tan |
| 2004 | COLING | Direct Orthographical Mapping for Machine Transliteration. | Min Zhang, Haizhou Li, Jian Su |
| 2004 | COLING | A High-Performance Coreference Resolution System using a Constraint-based Multi-Agent Strategy. | Guodong Zhou, Jian Su |
| 2004 | IJCNLP | A Collaborative Ability Measurement for Co-training. | Dan Shen, Jie Zhang, Jian Su, Guodong Zhou, Chew Lim Tan |
| 2004 | IJCNLP | Improving Noun Phrase Coreference Resolution by Matching Strings. | Xiaofeng Yang, Guodong Zhou, Jian Su, Chew Lim Tan |
| 2003 | ACL | Coreference Resolution Using Competition Learning Approach. | Xiaofeng Yang, Guodong Zhou, Jian Su, Chew Lim Tan |
| 2003 | AMIA | Evaluating a Digital Resident Diagnosis Log: Reasons for Limited Acceptance of a PDA Solution. | Chiang S. Jao, Daniel B. Hier, Jian Su |
| 2002 | ACL | Named Entity Recognition using an HMM-based Chunk Tagger. | Guodong Zhou, Jian Su |
| 2000 | CoNLL | Hybrid Text Chunking. | Guodong Zhou, Jian Su, TongGuan Tey |
| 2000 | EMNLP | Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon. | Guodong Zhou, Jian Su |
| 1996 | ICASSP | Speaker time-drifting adaptation using trajectory mixture hidden Markov models. | Jian Su, Haizhou Li, Jean-Paul Haton, Kai-Tat Ng |
| 1995 | Interspeech | Speaker recognition with temporal transition models. | Haizhou Li, Jean Paul Haton, Jian Su, Yifan Gong |
| 1995 | Interspeech | Speaker recognition with discriminative speaker VQ models. | Kai Tat Ng, Jian Su, Bingzheng Xu |