| 2026 | AAAI | Online Multi-LLM Selection via Contextual Bandits Under Unstructured Context Evolution. | Manhin Poon, Xiangxiang Dai, Xutong Liu, Fang Kong, John C. S. Lui, Jinhang Zuo |
| 2026 | AAAI | Simulating Human-Like Counseling: A Path- and Scenario-Guided Framework for Psychological Support Dialogue. | Yuanchen Shi, Longyin Zhang, Maodong Li, Yibin Zheng, Xiuhong Wang, Fang Kong |
| 2026 | AAAI | Evaluating, Synthesizing, and Enhancing for Customer Support Conversation. | Jie Zhu, Huaixia Dou, Junhui Li, Lifan Guo, Feng Chen, Chi Zhang, Fang Kong |
| 2026 | ACL | MECH: A Cost-Effective Multi-Task Cascade Framework for Classroom Opinion Evolution Recognition. | Yancui Li, Xiaoyu Zhou, Guoyi Miao, Fang Kong |
| 2026 | ACL | Danger Depends on the Mind: A Theory-of-Mind Grounded Dataset and Model for Context-Dependent Dangerous Speech. | Yuanchen Shi, Longyin Zhang, Guodong Zhou, Fang Kong |
| 2025 | ACL | QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation. | WeiJie Liu, Yibin Zheng, Fang Kong |
| 2025 | ACL | Multi-Hop Question Generation via Dual-Perspective Keyword Guidance. | Maodong Li, Longyin Zhang, Fang Kong |
| 2025 | COLING | Enhancing Emotional Support Conversations: A Framework for Dynamic Knowledge Filtering and Persona Extraction. | Jiawang Hao, Fang Kong |
| 2025 | EMNLP | Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation. | Yuanchen Shi, Jiawang Hao, Fang Kong |
| 2025 | ICASSP | MSA-ITEI: A Novel Method for Multimodal Analysis of Social Media Stickers. | Yuanchen Shi, Fang Kong |
| 2025 | ICLR | Bandit Learning in Matching Markets with Indifference. | Fang Kong, Jingqi Tang, Mingzhu Li, Pinyan Lu, John C. S. Lui, Shuai Li |
| 2025 | IJCAI | A Survey on Bandit Learning in Matching Markets. | Shuai Li, Zilong Wang, Fang Kong |
| 2024 | AAAI | Improved Bandits in Many-to-One Matching Markets with Incentive Compatibility. | Fang Kong, Shuai Li |
| 2024 | CIKM | Sequential Optimum Test with Multi-armed Bandits for Online Experimentation. | Fang Kong, Penglei Zhao, Shichao Han, Yong Wang, Shuai Li |
| 2024 | COLING | Leveraging AMR Graph Structure for Better Sequence-to-Sequence AMR Parsing. | Linyu Fan, Wu Wu Yiheng, Jun Xie, Junhui Li, Fang Kong, Guodong Zhou |
| 2024 | COLING | A Novel Three-stage Framework for Few-shot Named Entity Recognition. | Shengjie Ji, Fang Kong |
| 2024 | ICONIP | SABE: Structure-Aware Boundary-Enhanced Network for Elementary Topic Unit Extraction in Dialogue. | Maodong Li, Fang Kong |
| 2024 | WWW | Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits. | Yu Xia, Fang Kong, Tong Yu, Liya Guo, Ryan A. Rossi, Sungchul Kim, Shuai Li |
| 2023 | COLT | Best-of-three-worlds Analysis for Linear Bandits with Follow-the-regularized-leader Algorithm. | Fang Kong, Canzhe Zhao, Shuai Li |
| 2023 | EMNLP | Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee Recognition. | Yaxin Fan, Feng Jiang, Peifeng Li, Fang Kong, Qiaoming Zhu |
| 2023 | ICANN | PairEE: A Novel Pairing-Scoring Approach for Better Overlapping Event Extraction. | Zetai Jiang, Fang Kong |
| 2023 | ICANN | Towards Better Core Elements Extraction for Customer Service Dialogue Text. | Shengjie Ji, Chun Chen, Fang Kong |
| 2023 | ICANN | Towards Better Dialogue Utterance Rewriting via a Gated Span-Copy Mechanism. | Qingqing Li, Fang Kong |
| 2023 | ICLR | Stochastic No-regret Learning for General Games with Variance Reduction. | Yichi Zhou, Fang Kong, Shuai Li |
| 2023 | ICONIP | Event-Aware Document-Level Event Extraction via Multi-granularity Event Encoder. | Zetai Jiang, Sanchuan Tian, Fang Kong |
| 2023 | ICONIP | FEGI: A Fusion Extractive-Generative Model for Dialogue Ellipsis and Coreference Integrated Resolution. | Qingqing Li, Fang Kong |
| 2023 | ICONIP | Topic-Aware Two-Layer Context-Enhanced Model for Chinese Discourse Parsing. | Kedong Wang, Qiang Zhu, Fang Kong |
| 2023 | IJCNN | BSQA: Bidirectional Stacked Question Answering Architecture for End-to-end Event Extraction. | Zetai Jiang, Sanchuan Tian, Fang Kong |
| 2023 | SODA | Player-optimal Stable Regret for Bandit Learning in Matching Markets. | Fang Kong, Shuai Li |
| 2022 | COLING | A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing. | Yaxin Fan, Peifeng Li, Fang Kong, Qiaoming Zhu |
| 2022 | ICML | Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback. | Fang Kong, Yichi Zhou, Shuai Li |
| 2022 | IJCAI | Thompson Sampling for Bandit Learning in Matching Markets. | Fang Kong, Junming Yin, Shuai Li |
| 2022 | IJCAI | Towards Discourse-Aware Document-Level Neural Machine Translation. | Xin Tan, Longyin Zhang, Fang Kong, Guodong Zhou |
| 2022 | IJCNLP | Discourse Parsing Enhanced by Discourse Dependence Perception. | Yuqing Xing, Longyin Zhang, Fang Kong, Guodong Zhou |
| 2021 | AAAI | Hierarchical Macro Discourse Parsing Based on Topic Segmentation. | Feng Jiang, Yaxin Fan, Xiaomin Chu, Peifeng Li, Qiaoming Zhu, Fang Kong |
| 2021 | ACL | Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition. | Chun Chen, Fang Kong |
| 2021 | ACL | Adversarial Learning for Discourse Rhetorical Structure Parsing. | Longyin Zhang, Fang Kong, Guodong Zhou |
| 2021 | EMNLP | EDTC: A Corpus for Discourse-Level Topic Chain Parsing. | Longyin Zhang, Xin Tan, Fang Kong, Guodong Zhou |
| 2020 | ACL | A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure. | Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li, Guodong Zhou |
| 2020 | COLING | Chinese Paragraph-level Discourse Parsing with Global Backward and Local Reverse Reading. | Feng Jiang, Xiaomin Chu, Peifeng Li, Fang Kong, Qiaoming Zhu |
| 2019 | ACL | Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese. | Sheng Xu, Peifeng Li, Fang Kong, Qiaoming Zhu, Guodong Zhou |
| 2019 | IJCAI | Incorporating Structural Information for Better Coreference Resolution. | Fang Kong, Jian Fu |
| 2016 | CoNLL | SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing. | Fang Kong, Sheng Li, Junhui Li, Muhua Zhu, Guodong Zhou |
| 2016 | CoNLL | SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing. | Junhui Li, Fang Kong, Sheng Li, Muhua Zhu, Guodong Zhou |
| 2015 | CoNLL | The SoNLP-DP System in the CoNLL-2015 shared Task. | Fang Kong, Sheng Li, Guodong Zhou |
| 2014 | EMNLP | A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing. | Fang Kong, Hwee Tou Ng, Guodong Zhou |
| 2014 | EMNLP | Building Chinese Discourse Corpus with Connective-driven Dependency Tree Structure. | Yancui Li, Wenhe Feng, Jing Sun, Fang Kong, Guodong Zhou |
| 2013 | EMNLP | Exploiting Zero Pronouns to Improve Chinese Coreference Resolution. | Fang Kong, Hwee Tou Ng |
| 2013 | EMNLP | Collective Personal Profile Summarization with Social Networks. | Zhongqing Wang, Shoushan Li, Fang Kong, Guodong Zhou |
| 2013 | IJCAI | A Clause-Level Hybrid Approach to Chinese Empty Element Recovery. | Fang Kong, Guodong Zhou |
| 2012 | COLING | Exploring Local and Global Semantic Information for Event Pronoun Resolution. | Fang Kong, Guodong Zhou |
| 2011 | IJCAI | Improve Tree Kernel-Based Event Pronoun Resolution with Competitive Information. | Fang Kong, Guodong Zhou |
| 2011 | PACLIC | Combining Dependency and Constituent-based Syntactic Information for Anaphoricity Determination in Coreference Resolution. | Fang Kong, Guodong Zhou |
| 2010 | COLING | Dependency-driven Anaphoricity Determination for Coreference Resolution. | Fang Kong, Guodong Zhou, Longhua Qian, Qiaoming Zhu |
| 2010 | EMNLP | A Tree Kernel-Based Unified Framework for Chinese Zero Anaphora Resolution. | Fang Kong, Guodong Zhou |
| 2009 | EMNLP | Employing the Centering Theory in Pronoun Resolution from the Semantic Perspective. | Fang Kong, Guodong Zhou, Qiaoming Zhu |
| 2009 | EMNLP | Semi-Supervised Learning for Semantic Relation Classification using Stratified Sampling Strategy. | Longhua Qian, Guodong Zhou, Fang Kong, Qiaoming Zhu |
| 2009 | EMNLP | Global Learning of Noun Phrase Anaphoricity in Coreference Resolution via Label Propagation. | Guodong Zhou, Fang Kong |
| 2008 | COLING | Exploiting Constituent Dependencies for Tree Kernel-Based Semantic Relation Extraction. | Longhua Qian, Guodong Zhou, Fang Kong, Qiaoming Zhu, Peide Qian |
| 2008 | IJCNLP | Context-Sensitive Convolution Tree Kernel for Pronoun Resolution. | Guodong Zhou, Fang Kong, Qiaoming Zhu |