| 2026 | AAAI | Orthogonal Spatial-temporal Distributional Transfer for 4D Generation. | Wei Liu, Shengqiong Wu, Bobo Li, Haoyu Zhao, Hao Fei, Mong-Li Lee, Wynne Hsu |
| 2026 | AAAI | DragNeXt: Rethinking Drag-Based Image Editing. | Yuan Zhou, Junbao Zhou, Qingshan Xu, Kesen Zhao, Yuxuan Wang, Hao Fei, Richang Hong, Hanwang Zhang |
| 2026 | ACL | Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment. | Bobo Li, Rui Wu, Zibo Ji, Meishan Zhang, Hao Fei, Min Zhang, Mong-Li Lee, Wynne Hsu |
| 2026 | ACL | Dynamic Emotion and Personality Profiling for Multimodal Deception Detection. | Li Zheng, Yanyi Luo, Hao Fei, Yuzhe Ding, Yujie Huang, Fei Li, Chong Teng, Donghong Ji |
| 2025 | AAAI | Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection. | Libo Qin, Qiguang Chen, Jingxuan Zhou, Jin Wang, Hao Fei, Wanxiang Che, Min Li |
| 2025 | AAAI | CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models. | Zihui Cheng, Qiguang Chen, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin |
| 2025 | AAAI | VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence. | Hao Li, Hao Fei, Zechao Hu, Zhengwei Yang, Zheng Wang |
| 2025 | AAAI | Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. | Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua |
| 2025 | AAAI | Multi-Granular Multimodal Clue Fusion for Meme Understanding. | Li Zheng, Hao Fei, Ting Dai, Zuquan Peng, Fei Li, Huisheng Ma, Chong Teng, Donghong Ji |
| 2025 | ACL | CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models. | Yongheng Zhang, Xu Liu, Ruoxi Zhou, Qiguang Chen, Hao Fei, Wenpeng Lu, Libo Qin |
| 2025 | ACL | Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework. | Jundong Xu, Hao Fei, Meng Luo, Qian Liu, Liangming Pan, William Yang Wang, Preslav Nakov, Mong-Li Lee, Wynne Hsu |
| 2025 | ACL | Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge. | Li Zheng, Sihang Wang, Hao Fei, Zuquan Peng, Fei Li, Jianming Fu, Chong Teng, Donghong Ji |
| 2025 | CVPR | Universal Scene Graph Generation. | Shengqiong Wu, Hao Fei, Tat-Seng Chua |
| 2025 | CVPR | Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene. | Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-Seng Chua |
| 2025 | EMNLP | InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care. | Kai He, Qika Lin, Hao Fei, Eng Siong Chng, Dehan Hong, Marcus Eng Hock Ong, Mengling Feng |
| 2025 | EMNLP | David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning. | Chenghao Liu, Qian Liu, Ziqin Zhu, Hao Fei, Aniket Mahanti |
| 2025 | EMNLP | CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs. | Qi Xu, Qian Liu, Hao Fei, Hang Yu, Shuhao Guan, Xiao Wei |
| 2025 | EMNLP | When Words Smile: Generating Diverse Emotional Facial Expressions from Text. | Haidong Xu, Meishan Zhang, Hao Ju, Zhedong Zheng, Erik Cambria, Min Zhang, Hao Fei |
| 2025 | ICASSP | Optimized Dynamic Watermarking for Audio DNNs with Adaptive Embedding and Boundary Sampling. | Hao Fei, Hewang Nie, Siqi Sun, Songfeng Lu, Ting Luo, Ling Qian, Dunbo Cai, Zhiguo Huang, Runqing Zhang |
| 2025 | ICASSP | Complex Open Information Extraction with Heterogeneous Syntax Forests. | Meishan Zhang, Peiming Guo, Hao Fei, Min Zhang |
| 2025 | ICCV | Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining. | Zhiqi Ge, Juncheng Li, Xinglei Pang, Minghe Gao, Kaihang Pan, Wang Lin, Hao Fei, Wenqiao Zhang, Siliang Tang, Yueting Zhuang |
| 2025 | ICCV | Derm1M: A Million-Scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology. | Siyuan Yan, Ming Hu, Yiwen Jiang, Xieji Li, Hao Fei, Philipp Tschandl, Harald Kittler, Zongyuan Ge |
| 2025 | ICCV | PhysSplat: Efficient Physics Simulation for 3D Scenes via MLLM-Guided Gaussian Splatting. | Haoyu Zhao, Hao Wang, Xingyue Zhao, Hao Fei, Hongqiu Wang, Chengjiang Long, Hua Zou |
| 2025 | ICCV | Where, What, Why: Towards Explainable Driver Attention Prediction. | Yuchen Zhou, Jiayu Tang, Xiaoyan Xiao, Yueyao Lin, Linkai Liu, Zipeng Guo, Hao Fei, Xiaobo Xia, Chao Gou |
| 2025 | ICLR | CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs. | Jinlan Fu, Shenzhen Huangfu, Hao Fei, Xiaoyu Shen, Bryan Hooi, Xipeng Qiu, See-Kiong Ng |
| 2025 | ICLR | Towards Semantic Equivalence of Tokenization in Multimodal LLM. | Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan |
| 2025 | ICML | On Path to Multimodal Generalist: General-Level and General-Bench. | Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Weiming Wu, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang |
| 2025 | ICML | VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models. | Haojian Huang, Haodong Chen, Shengqiong Wu, Meng Luo, Jinlan Fu, Xinya Du, Hanwang Zhang, Hao Fei |
| 2025 | ICML | Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models. | Tianjie Ju, Yi Hua, Hao Fei, Zhenyu Shao, Yubin Zheng, Haodong Zhao, Mong-Li Lee, Wynne Hsu, Zhuosheng Zhang, Gongshen Liu |
| 2025 | IJCAI | Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration. | Peng Wang, Shuo Li, Ruoxi Zhou, Qiguang Chen, Xiao Xu, Hao Fei, Dagang Li, Wanxiang Che, Libo Qin |
| 2025 | WWW | From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search. | Jintao Sun, Hao Fei, Gangyi Ding, Zhedong Zheng |
| 2025 | WWW | Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark. | Han Zhang, Zixiang Meng, Meng Luo, Hong Han, Lizi Liao, Erik Cambria, Hao Fei |
| 2024 | AAAI | Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues. | Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Fangfang Su, Fei Li, Donghong Ji |
| 2024 | AAAI | Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction. | Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, Meiyu Liang, Mengran Yin, Tat-Seng Chua |
| 2024 | AAAI | Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought. | Li Zheng, Hao Fei, Fei Li, Bobo Li, Lizi Liao, Donghong Ji, Chong Teng |
| 2024 | ACL | EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot. | Hao Fei, Han Zhang, Bin Wang, Lizi Liao, Qian Liu, Erik Cambria |
| 2024 | ACL | XNLP: An Interactive Demonstration System for Universal Structured NLP. | Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua |
| 2024 | ACL | Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery. | Jinggui Liang, Lizi Liao, Hao Fei, Jing Jiang |
| 2024 | ACL | ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. | Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua |
| 2024 | ACL | Faithful Logical Reasoning via Symbolic Chain-of-Thought. | Jundong Xu, Hao Fei, Liangming Pan, Qian Liu, Mong-Li Lee, Wynne Hsu |
| 2024 | ACL | Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction. | Meishan Zhang, Hao Fei, Bin Wang, Shengqiong Wu, Yixin Cao, Fei Li, Min Zhang |
| 2024 | ACL | Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing. | Chengjie Zhou, Bobo Li, Hao Fei, Fei Li, Chong Teng, Donghong Ji |
| 2024 | COLING | What Factors Influence LLMs' Judgments? A Case Study on Question Answering. | Lei Chen, Bobo Li, Li Zheng, Haining Wang, Zixiang Meng, Runfeng Shi, Hao Fei, Jun Zhou, Fei Li, Chong Teng, Donghong Ji |
| 2024 | CVPR | Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs. | Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua |
| 2024 | CVPR | LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning. | Sijin Chen, Xin Chen, Chi Zhang, Mingsheng Li, Gang Yu, Hao Fei, Hongyuan Zhu, Jiayuan Fan, Tao Chen |
| 2024 | EMNLP | A Survey of Ontology Expansion for Conversational Understanding. | Jinggui Liang, Yuxia Wu, Yuan Fang, Hao Fei, Lizi Liao |
| 2024 | EMNLP | Guided Knowledge Generation with Language Models for Commonsense Reasoning. | Xiao Wei, Haoran Chen, Hang Yu, Hao Fei, Qian Liu |
| 2024 | EMNLP | Divide and Conquer: Legal Concept-guided Criminal Court View Generation. | Qi Xu, Xiao Wei, Hang Yu, Qian Liu, Hao Fei |
| 2024 | ICASSP | In-Context Learning for Few-Shot Nested Named Entity Recognition. | Meishan Zhang, Bin Wang, Hao Fei, Min Zhang |
| 2024 | ICML | Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition. | Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Meishan Zhang, Mong-Li Lee, Wynne Hsu |
| 2024 | ICML | Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning. | Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang |
| 2024 | ICML | NExT-GPT: Any-to-Any Multimodal LLM. | Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua |
| 2024 | NAACL | Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery. | Jinggui Liang, Lizi Liao, Hao Fei, Bobo Li, Jing Jiang |
| 2024 | WWW | MMLSCU: A Dataset for Multi-modal Multi-domain Live Streaming Comment Understanding. | Zixiang Meng, Qiang Gao, Di Guo, Yunlong Li, Bobo Li, Hao Fei, Shengqiong Wu, Fei Li, Chong Teng, Donghong Ji |
| 2024 | SIGIR | I3: Intent-Introspective Retrieval Conditioned on Instructions. | Kaihang Pan, Juncheng Li, Wenjie Wang, Hao Fei, Hongye Song, Wei Ji, Jun Lin, Xiaozhong Liu, Tat-Seng Chua, Siliang Tang |
| 2023 | ACL | Reasoning Implicit Sentiment with Chain-of-Thought Prompting. | Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li, Tat-Seng Chua |
| 2023 | ACL | Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. | Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua |
| 2023 | ACL | Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction. | Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua |
| 2023 | ACL | DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. | Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji |
| 2023 | ACL | Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling. | Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua |
| 2023 | ACL | Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment. | Shengqiong Wu, Hao Fei, Wei Ji, Tat-Seng Chua |
| 2023 | ACL | Generating Visual Spatial Description via Holistic 3D Scene Understanding. | Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang, Min Zhang, Tat-Seng Chua |
| 2023 | EMNLP | MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter. | Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua |
| 2022 | AAAI | Unified Named Entity Recognition as Word-Word Relation Classification. | Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, Fei Li |
| 2022 | AAAI | Mastering the Explicit Opinion-Role Interaction: Syntax-Aided Neural Transition System for Unified Opinion Role Labeling. | Shengqiong Wu, Hao Fei, Fei Li, Meishan Zhang, Yijiang Liu, Chong Teng, Donghong Ji |
| 2022 | ACL | Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis. | Wenxuan Shi, Fei Li, Jingye Li, Hao Fei, Donghong Ji |
| 2022 | COLING | OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction. | Hu Cao, Jingye Li, Fangfang Su, Fei Li, Hao Fei, Shengqiong Wu, Bobo Li, Liang Zhao, Donghong Ji |
| 2022 | COLING | Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction. | Shunjie Chen, Xiaochuan Shi, Jingye Li, Shengqiong Wu, Hao Fei, Fei Li, Donghong Ji |
| 2022 | EMNLP | Conversation Disentanglement with Bi-Level Contrastive Learning. | Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao |
| 2022 | EMNLP | Entity-centered Cross-document Relation Extraction. | Fengqi Wang, Fei Li, Hao Fei, Jingye Li, Shengqiong Wu, Fangfang Su, Wenxuan Shi, Donghong Ji, Bo Cai |
| 2022 | ICML | Matching Structure for Dual Learning. | Hao Fei, Shengqiong Wu, Yafeng Ren, Meishan Zhang |
| 2022 | IJCAI | Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis. | Hao Fei, Fei Li, Chenliang Li, Shengqiong Wu, Jingye Li, Donghong Ji |
| 2022 | IJCAI | Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction. | Hao Fei, Jingye Li, Shengqiong Wu, Chenliang Li, Donghong Ji, Fei Li |
| 2022 | IJCAI | Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph. | Hao Fei, Shengqiong Wu, Meishan Zhang, Yafeng Ren, Donghong Ji |
| 2022 | WWW | Making Decision like Human: Joint Aspect Category Sentiment Analysis and Rating Prediction with Fine-to-Coarse Reasoning. | Hao Fei, Jingye Li, Yafeng Ren, Meishan Zhang, Donghong Ji |
| 2022 | SIGIR | Mutual Disentanglement Learning for Joint Fine-Grained Sentiment Classification and Controllable Text Generation. | Hao Fei, Chenliang Li, Donghong Ji, Fei Li |
| 2021 | AAAI | Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks. | Hao Fei, Donghong Ji, Bobo Li, Yijiang Liu, Yafeng Ren, Fei Li |
| 2021 | AAAI | Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax. | Hao Fei, Fei Li, Bobo Li, Donghong Ji |
| 2021 | AAAI | End-to-end Semantic Role Labeling with Neural Transition-based Model. | Hao Fei, Meishan Zhang, Bobo Li, Donghong Ji |
| 2021 | ACL | Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling. | Hao Fei, Shengqiong Wu, Yafeng Ren, Fei Li, Donghong Ji |
| 2021 | ACL | MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction. | Jingye Li, Kang Xu, Fei Li, Hao Fei, Yafeng Ren, Donghong Ji |
| 2021 | IJCAI | Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge. | Shengqiong Wu, Hao Fei, Yafeng Ren, Donghong Ji, Jingye Li |
| 2021 | WWW | Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Variational Approach from Fine-Grained Perspective. | Hao Fei, Yafeng Ren, Shengqiong Wu, Bobo Li, Donghong Ji |
| 2020 | AAAI | Latent Emotion Memory for Multi-Label Emotion Classification. | Hao Fei, Yue Zhang, Yafeng Ren, Donghong Ji |
| 2020 | ACL | Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus. | Hao Fei, Meishan Zhang, Donghong Ji |
| 2020 | COLING | Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions. | Jingye Li, Hao Fei, Donghong Ji |
| 2020 | EMNLP | Improving Text Understanding via Deep Syntax-Semantics Communication. | Hao Fei, Yafeng Ren, Donghong Ji |
| 2020 | EMNLP | Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP. | Hao Fei, Yafeng Ren, Donghong Ji |
| 2020 | EMNLP | Retrofitting Structure-aware Transformer Language Model for End Tasks. | Hao Fei, Yafeng Ren, Donghong Ji |
| 2020 | IJCNLP | High-order Refining for End-to-end Chinese Semantic Role Labeling. | Hao Fei, Yafeng Ren, Donghong Ji |
| 2018 | ICPR | Recursive Inception Network for Super-Resolution. | Tao Jiang, Xiaojun Wu, Zhang Yu, Wuyang Shui, Gang Lu, Shiqi Guo, Hao Fei, Qieshi Zhang |