Detecting the Scope of Negation and Speculation in Biomedical Texts by Using Recursive Neural Network. - Yafeng Ren; Hao Fei 001; Qiong Peng (BIBM, 2018)

Neural Networks for Bacterial Named Entity Recognition. - Yafeng Ren; Hao Fei 001; Han Ren (BIBM, 2018)

Recognizing Nested Named Entity in Biomedical Texts: A Neural Network Model with Multi-Task Learning. - Hao Fei 001; Yafeng Ren; Donghong Ji (BIBM, 2019)

Drug-Drug Interaction Extraction Using a Span-based Neural Network Model. - Yafeng Ren; Hao Fei 001; Donghong Ji (BIBM, 2019)

Implicit Objective Network for Emotion Detection. - Hao Fei 001; Yafeng Ren; Donghong Ji (NLPCC (1), 2019)

A hybrid neural network model for predicting kidney disease in hypertension patients based on electronic health records. - Yafeng Ren; Hao Fei 001; Xiaohui Liang 003; Donghong Ji; Ming Cheng (BMC Medical Informatics Decis. Mak., 2019)

Latent Emotion Memory for Multi-Label Emotion Classification. - Hao Fei 001; Yue Zhang 004; Yafeng Ren; Donghong Ji (AAAI, 2020)

Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus. - Hao Fei 001; Meishan Zhang; Donghong Ji (ACL, 2020)

Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions. - Jingye Li; Hao Fei 001; Donghong Ji (COLING, 2020)

Improving Text Understanding via Deep Syntax-Semantics Communication. - Hao Fei 001; Yafeng Ren; Donghong Ji (EMNLP (Findings), 2020)

Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP. - Hao Fei 001; Yafeng Ren; Donghong Ji (EMNLP (Findings), 2020)

Retrofitting Structure-aware Transformer Language Model for End Tasks. - Hao Fei 001; Yafeng Ren; Donghong Ji (EMNLP (1), 2020)

High-order Refining for End-to-end Chinese Semantic Role Labeling. - Hao Fei 001; Yafeng Ren; Donghong Ji (AACL/IJCNLP, 2020)

Nominal Compound Chain Extraction: A New Task for Semantic-Enriched Lexical Chain. - Bobo Li; Hao Fei 001; Yafeng Ren; Donghong Ji (NLPCC (1), 2020)

Aggressive Language Detection with Joint Text Normalization via Adversarial Multi-task Learning. - Shengqiong Wu; Hao Fei 001; Donghong Ji (NLPCC (1), 2020)

Negation and speculation scope detection using recursive neural conditional random fields. - Hao Fei 001; Yafeng Ren; Donghong Ji (Neurocomputing, 2020)

Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction. - Hao Fei 001; Yafeng Ren; Donghong Ji (Inf. Process. Manag., 2020)

A deep neural network model for speakers coreference resolution in legal texts. - Donghong Ji; Jun Gao; Hao Fei 001; Chong Teng; Yafeng Ren (Inf. Process. Manag., 2020)

An end-to-end joint model for evidence information extraction from court record document. - Donghong Ji; Peng Tao 006; Hao Fei 001; Yafeng Ren (Inf. Process. Manag., 2020)

A tree-based neural network model for biomedical event trigger detection. - Hao Fei 001; Yafeng Ren; Donghong Ji (Inf. Sci., 2020)

Dispatched attention with multi-task learning for nested mention recognition. - Hao Fei 001; Yafeng Ren; Donghong Ji (Inf. Sci., 2020)

Electronic word-of-mouth effects on studio performance leveraging attention-based model. - Yang Liu 150; Hao Fei 001; Qingguo Zeng; Bobo Li; Lili Ma; Donghong Ji; Joaquín B. Ordieres Meré (Neural Comput. Appl., 2020)

Encoding multi-granularity structural information for joint Chinese word segmentation and POS tagging. - Ling Zhao; Ailian Zhang; Ying Liu; Hao Fei 001 (Pattern Recognit. Lett., 2020)

Topic-Enhanced Capsule Network for Multi-Label Emotion Classification. - Hao Fei 001; Donghong Ji; Yue Zhang 004; Yafeng Ren (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Cross-Lingual Semantic Role Labeling With Model Transfer. - Hao Fei 001; Meishan Zhang; Fei Li 021; Donghong Ji (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks. - Hao Fei 001; Donghong Ji; Bobo Li; Yijiang Liu; Yafeng Ren; Fei Li 021 (AAAI, 2021)

Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax. - Hao Fei 001; Fei Li 021; Bobo Li; Donghong Ji (AAAI, 2021)

End-to-end Semantic Role Labeling with Neural Transition-based Model. - Hao Fei 001; Meishan Zhang; Bobo Li; Donghong Ji (AAAI, 2021)

Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling. - Hao Fei 001; Shengqiong Wu; Yafeng Ren; Fei Li 021; Donghong Ji (ACL/IJCNLP (Findings), 2021)

MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction. - Jingye Li; Kang Xu; Fei Li 021; Hao Fei 001; Yafeng Ren; Donghong Ji (ACL/IJCNLP (Findings), 2021)

Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge. - Shengqiong Wu; Hao Fei 001; Yafeng Ren; Donghong Ji; Jingye Li (IJCAI, 2021)

Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Variational Approach from Fine-Grained Perspective. - Hao Fei 001; Yafeng Ren; Shengqiong Wu; Bobo Li; Donghong Ji (WWW, 2021)

Enriching contextualized language model from knowledge graph for biomedical information extraction. - Hao Fei 001; Yafeng Ren; Yue Zhang 004; Donghong Ji; Xiaohui Liang 003 (Briefings Bioinform., 2021)

A span-graph neural model for overlapping entity relation extraction in biomedical texts. - Hao Fei 001; Yue Zhang 004; Yafeng Ren; Donghong Ji (Bioinform., 2021)

Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic Knowledge. - Shengqiong Wu; Hao Fei 001; Yafeng Ren; Donghong Ji; Jingye Li (CoRR, 2021)

Adversarial shared-private model for cross-domain clinical text entailment recognition. - Hao Fei 001; Yuanpei Guo; Bobo Li; Donghong Ji; Yafeng Ren (Knowl. Based Syst., 2021)

Second-Order Semantic Role Labeling With Global Structural Refinement. - Hao Fei 001; Shengqiong Wu; Yafeng Ren; Donghong Ji (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

High-Order Pair-Wise Aspect and Opinion Terms Extraction With Edge-Enhanced Syntactic Graph Convolution. - Shengqiong Wu; Hao Fei 001; Yafeng Ren; Bobo Li; Fei Li 021; Donghong Ji (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Unified Named Entity Recognition as Word-Word Relation Classification. - Jingye Li; Hao Fei 001; Jiang Liu 018; Shengqiong Wu; Meishan Zhang; Chong Teng; Donghong Ji; Fei Li 021 (AAAI, 2022)

Mastering the Explicit Opinion-Role Interaction: Syntax-Aided Neural Transition System for Unified Opinion Role Labeling. - Shengqiong Wu; Hao Fei 001; Fei Li 021; Meishan Zhang; Yijiang Liu; Chong Teng; Donghong Ji (AAAI, 2022)

Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis. - Wenxuan Shi; Fei Li 021; Jingye Li; Hao Fei 001; Donghong Ji (ACL (1), 2022)

OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction. - Hu Cao; Jingye Li; Fangfang Su; Fei Li 021; Hao Fei 001; Shengqiong Wu; Bobo Li; Liang Zhao 001; Donghong Ji (COLING, 2022)

Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction. - Shunjie Chen; Xiaochuan Shi; Jingye Li; Shengqiong Wu; Hao Fei 001; Fei Li 021; Donghong Ji (COLING, 2022)

Conversation Disentanglement with Bi-Level Contrastive Learning. - Chengyu Huang 003; Zheng Zhang 020; Hao Fei 001; Lizi Liao (EMNLP (Findings), 2022)

Entity-centered Cross-document Relation Extraction. - Fengqi Wang; Fei Li 001; Hao Fei 001; Jingye Li; Shengqiong Wu; Fangfang Su; Wenxuan Shi; Donghong Ji; Bo Cai (EMNLP, 2022)

Matching Structure for Dual Learning. - Hao Fei 001; Shengqiong Wu; Yafeng Ren; Meishan Zhang (ICML, 2022)

Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis. - Hao Fei 001; Fei Li 021; Chenliang Li; Shengqiong Wu; Jingye Li; Donghong Ji (IJCAI, 2022)

Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction. - Hao Fei 001; Jingye Li; Shengqiong Wu; Chenliang Li; Donghong Ji; Fei Li 021 (IJCAI, 2022)

Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph. - Hao Fei 001; Shengqiong Wu; Meishan Zhang; Yafeng Ren; Donghong Ji (IJCAI, 2022)

LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model. - Hao Fei 001; Shengqiong Wu; Jingye Li; Bobo Li; Fei Li 021; Libo Qin 004; Meishan Zhang; Min Zhang 005; Tat-Seng Chua (NeurIPS, 2022)

Prompt-Based Generative Multi-label Emotion Prediction with Label Contrastive Learning. - Yuyang Chai; Chong Teng; Hao Fei 001; Shengqiong Wu; Jingye Li; Ming Cheng; Donghong Ji; Fei Li 021 (NLPCC (1), 2022)

Mutual Disentanglement Learning for Joint Fine-Grained Sentiment Classification and Controllable Text Generation. - Hao Fei 001; Chenliang Li; Donghong Ji; Fei Li 021 (SIGIR, 2022)

Making Decision like Human: Joint Aspect Category Sentiment Analysis and Rating Prediction with Fine-to-Coarse Reasoning. - Hao Fei 001; Jingye Li; Yafeng Ren; Meishan Zhang; Donghong Ji (WWW, 2022)

Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion. - Jian Ma; Zhedong Zheng; Hao Fei 001; Feng Zheng; Tat-Seng Chua; Yi Yang 001 (CoRR, 2022)

OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction. - Hu Cao; Jingye Li; Fangfang Su; Fei Li 001; Hao Fei 001; Shengqiong Wu; Bobo Li; Liang Zhao 001; Donghong Ji (CoRR, 2022)

Pair-wise aspect and opinion terms extraction as graph parsing via a novel mutually-aware interaction mechanism. - Yijiang Liu; Fei Li 001; Hao Fei 001; Donghong Ji (Neurocomputing, 2022)

A semantic and syntactic enhanced neural model for financial sentiment analysis. - Chunli Xiang; Junchi Zhang; Fei Li 021; Hao Fei 001; Donghong Ji (Inf. Process. Manag., 2022)

Optimizing Attention for Sequence Modeling via Reinforcement Learning. - Hao Fei 001; Yue Zhang 004; Yafeng Ren; Donghong Ji (IEEE Trans. Neural Networks Learn. Syst., 2022)

Reasoning Implicit Sentiment with Chain-of-Thought Prompting. - Hao Fei 001; Bobo Li; Qian Liu 012; Lidong Bing; Fei Li 021; Tat-Seng Chua (ACL (2), 2023)

Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. - Hao Fei 001; Qian Liu 012; Meishan Zhang; Min Zhang 005; Tat-Seng Chua (ACL (1), 2023)

Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction. - Hao Fei 001; Meishan Zhang; Min Zhang 005; Tat-Seng Chua (ACL (Findings), 2023)

DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. - Bobo Li; Hao Fei 001; Fei Li 021; Yuhan Wu; Jinsong Zhang; Shengqiong Wu; Jingye Li; Yijiang Liu; Lizi Liao; Tat-Seng Chua; Donghong Ji (ACL (Findings), 2023)

Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling. - Shengqiong Wu; Hao Fei 001; Yixin Cao 002; Lidong Bing; Tat-Seng Chua (ACL (1), 2023)

Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment. - Shengqiong Wu; Hao Fei 001; Wei Ji 008; Tat-Seng Chua (ACL (1), 2023)

Generating Visual Spatial Description via Holistic 3D Scene Understanding. - Yu Zhao 043; Hao Fei 001; Wei Ji 008; Jianguo Wei; Meishan Zhang; Min Zhang 005; Tat-Seng Chua (ACL (1), 2023)

MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter. - Zhiyuan Liu 001; Sihang Li 002; Yanchen Luo; Hao Fei 001; Yixin Cao 002; Kenji Kawaguchi; Xiang Wang 010; Tat-Seng Chua (EMNLP, 2023)

Partial Annotation-based Video Moment Retrieval via Iterative Learning. - Wei Ji 008; Renjie Liang; Lizi Liao; Hao Fei 001; Fuli Feng (ACM Multimedia, 2023)

Deep Multimodal Learning for Information Retrieval. - Wei Ji 008; Yinwei Wei; Zhedong Zheng; Hao Fei 001; Tat-Seng Chua (ACM Multimedia, 2023)

Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition. - Bobo Li; Hao Fei 001; Lizi Liao; Yu Zhao 043; Chong Teng; Tat-Seng Chua; Donghong Ji; Fei Li 021 (ACM Multimedia, 2023)

LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. - Leigang Qu; Shengqiong Wu; Hao Fei 001; Liqiang Nie; Tat-Seng Chua (ACM Multimedia, 2023)

Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling. - Yu Zhao 043; Hao Fei 001; Yixin Cao 002; Bobo Li; Meishan Zhang; Jianguo Wei; Min Zhang 005; Tat-Seng Chua (ACM Multimedia, 2023)

Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion. - Shengqiong Wu; Hao Fei 001; Hanwang Zhang; Tat-Seng Chua (NeurIPS, 2023)

VPGTrans: Transfer Visual Prompt Generator across LLMs. - Ao Zhang; Hao Fei 001; Yuan Yao 011; Wei Ji 008; Li Li 091; Zhiyuan Liu 001; Tat-Seng Chua (NeurIPS, 2023)

DialogREC+: An Extension of DialogRE to Investigate How Much Coreference Helps Relation Extraction in Dialogs. - Yiyun Xiong; Mengwei Dai; Fei Li 021; Hao Fei 001; Bobo Li; Shengqiong Wu; Donghong Ji; Chong Teng (NLPCC (1), 2023)

Transfer Visual Prompt Generator across LLMs. - Ao Zhang; Hao Fei 001; Yuan Yao 011; Wei Ji 008; Li Li 091; Zhiyuan Liu 001; Tat-Seng Chua (CoRR, 2023)

ECQED: Emotion-Cause Quadruple Extraction in Dialogs. - Li Zheng; Donghong Ji; Fei Li 021; Hao Fei 001; Shengqiong Wu; Jingye Li; Bobo Li; Chong Teng (CoRR, 2023)

XNLP: An Interactive Demonstration System for Universal Structured NLP. - Hao Fei 001; Meishan Zhang; Min Zhang 005; Tat-Seng Chua (CoRR, 2023)

DialogRE^C+: An Extension of DialogRE to Investigate How Much Coreference Helps Relation Extraction in Dialogs. - Yiyun Xiong; Mengwei Dai; Fei Li 021; Hao Fei 001; Bobo Li; Shengqiong Wu; Donghong Ji; Chong Teng (CoRR, 2023)

ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval. - Kaihang Pan; Juncheng Li 006; Hongye Song; Hao Fei 001; Wei Ji 008; Shuo Zhang 014; Jun Lin; Xiaozhong Liu; Siliang Tang (CoRR, 2023)

Empowering Dynamics-aware Text-to-Video Diffusion with Large Language Models. - Hao Fei 001; Shengqiong Wu; Wei Ji 008; Hanwang Zhang; Tat-Seng Chua (CoRR, 2023)

Towards Complex-query Referring Image Segmentation: A Novel Benchmark. - Wei Ji 008; Li Li 091; Hao Fei 001; Xiangyan Liu; Xun Yang 001; Juncheng Li 014; Roger Zimmermann (CoRR, 2023)

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback. - Minghe Gao; Juncheng Li 006; Hao Fei 001; Liang Pang; Wei Ji 008; Guoming Wang; Wenqiao Zhang; Siliang Tang; Yueting Zhuang (CoRR, 2023)

On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training. - Hao Fei 001; Tat-Seng Chua; Chenliang Li; Donghong Ji; Meishan Zhang; Yafeng Ren (ACM Trans. Inf. Syst., 2023)

Syntax-based dynamic latent graph for event relation extraction. - Ling Zhuang; Hao Fei 001; Po Hu (Inf. Process. Manag., 2023)

Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction. - Hao Fei 001; Yafeng Ren; Yue Zhang 004; Donghong Ji (IEEE Trans. Neural Networks Learn. Syst., 2023)

Knowledge-enhanced event relation extraction via event ontology prompt. - Ling Zhuang; Hao Fei 001; Po Hu (Inf. Fusion, 2023)

Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues. - Bobo Li; Hao Fei 001; Lizi Liao; Yu Zhao 043; Fangfang Su; Fei Li 021; Donghong Ji (AAAI, 2024)

Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction. - Kangkang Lu 002; Yanhua Yu; Hao Fei 001; Xuan Li; Zixuan Yang; Zirui Guo; Meiyu Liang; Mengran Yin; Tat-Seng Chua (AAAI, 2024)

Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought. - Li Zheng; Hao Fei 001; Fei Li 021; Bobo Li; Lizi Liao; Donghong Ji; Chong Teng (AAAI, 2024)

Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery. - Jinggui Liang; Lizi Liao; Hao Fei 001; Jing Jiang 001 (ACL (Findings), 2024)

ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. - Zhiyuan Liu 001; An Zhang 003; Hao Fei 001; Enzhi Zhang; Xiang Wang 010; Kenji Kawaguchi; Tat-Seng Chua (ACL (1), 2024)

Faithful Logical Reasoning via Symbolic Chain-of-Thought. - Jundong Xu; Hao Fei 001; Liangming Pan; Qian Liu 012; Mong-Li Lee; Wynne Hsu (ACL (1), 2024)

Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction. - Meishan Zhang; Hao Fei 001; Bin Wang 004; Shengqiong Wu; Yixin Cao 002; Fei Li 021; Min Zhang 005 (ACL (Findings), 2024)

Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing. - Chengjie Zhou; Bobo Li; Hao Fei 001; Fei Li 021; Chong Teng; Donghong Ji (ACL (1), 2024)

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 001; Jun Zhou; Fei Li 021; Chong Teng; Donghong Ji (LREC/COLING, 2024)

Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs. - Hao Fei 001; Shengqiong Wu; Wei Ji 008; Hanwang Zhang; Tat-Seng Chua (CVPR, 2024)

LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning. - Sijin Chen; Xin Chen 040; Chi Zhang 067; Mingsheng Li; Gang Yu 002; Hao Fei 001; Hongyuan Zhu; Jiayuan Fan 001; Tao Chen 003 (CVPR, 2024)

A Survey of Ontology Expansion for Conversational Understanding. - Jinggui Liang; Yuxia Wu; Yuan Fang 001; Hao Fei 001; Lizi Liao (EMNLP, 2024)

Guided Knowledge Generation with Language Models for Commonsense Reasoning. - Xiao Wei 002; Haoran Chen; Hang Yu 006; Hao Fei 001; Qian Liu 012 (EMNLP (Findings), 2024)

Divide and Conquer: Legal Concept-guided Criminal Court View Generation. - Qi Xu; Xiao Wei 002; Hang Yu 006; Qian Liu 012; Hao Fei 001 (EMNLP (Findings), 2024)

XFashion: Character Animation Generation via Facial-enhanced and Granularly Controlling. - Yu Zhao 043; Bobo Li; Hao Fei 001 (HCMA@MM, 2024)

In-Context Learning for Few-Shot Nested Named Entity Recognition. - Meishan Zhang; Bin Wang 004; Hao Fei 001; Min Zhang 005 (ICASSP, 2024)

Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition. - Hao Fei 001; Shengqiong Wu; Wei Ji 008; Hanwang Zhang; Meishan Zhang; Mong-Li Lee; Wynne Hsu (ICML, 2024)

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning. - Long Qian; Juncheng Li 006; Yu Wu 011; Yaobo Ye; Hao Fei 001; Tat-Seng Chua; Yueting Zhuang; Siliang Tang (ICML, 2024)

NExT-GPT: Any-to-Any Multimodal LLM. - Shengqiong Wu; Hao Fei 001; Leigang Qu; Wei Ji 008; Tat-Seng Chua (ICML, 2024)

Multi-view Counterfactual Contrastive Learning for Fact-checking Fake News Detection. - Yongcheng Zhang; Lingou Kong; Sheng Tian; Hao Fei 001; Changpeng Xiang; Huan Wang 005; Xiaomei Wei 001 (ICMR, 2024)

From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond. - Hao Fei 001; Xiangtai Li; Haotian Liu; Fuxiao Liu; Zhuosheng Zhang 001; Hanwang Zhang; Shuicheng Yan (ACM Multimedia, 2024)

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback. - Minghe Gao; Juncheng Li 006; Hao Fei 001; Liang Pang; Wei Ji 008; Guoming Wang; Zheqi Lv; Wenqiao Zhang; Siliang Tang; Yueting Zhuang (ACM Multimedia, 2024)

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. - Meng Luo 002; Hao Fei 001; Bobo Li; Shengqiong Wu; Qian Liu 012; Soujanya Poria; Erik Cambria; Mong-Li Lee; Wynne Hsu (ACM Multimedia, 2024)

SpeechEE: A Novel Benchmark for Speech Event Extraction. - Bin Wang 004; Meishan Zhang; Hao Fei 001; Yu Zhao 043; Bobo Li; Shengqiong Wu; Wei Ji 008; Min Zhang 005 (ACM Multimedia, 2024)

The ACM Multimedia 2024 Viual Spatial Description Grand Challenge. - Yu Zhao 043; Hao Fei 001; Bobo Li; Meishan Zhang; Min Zhang 005 (ACM Multimedia, 2024)

Self-Adaptive Fine-grained Multi-modal Data Augmentation for Semi-supervised Muti-modal Coreference Resolution. - Li Zheng; Boyu Chen; Hao Fei 001; Fei Li 021; Shengqiong Wu; Lizi Liao; Donghong Ji; Chong Teng (ACM Multimedia, 2024)

The 2nd International Workshop on Deep Multi-modal Generation and Retrieval. - Wei Ji 008; Hao Fei 001; Yinwei Wei; Zhedong Zheng; Juncheng Li 006; Long Chen 016; Lizi Liao; Yueting Zhuang; Roger Zimmermann (MMGR@MM, 2024)

Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery. - Jinggui Liang; Lizi Liao; Hao Fei 001; Bobo Li; Jing Jiang 001 (NAACL-HLT, 2024)

Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. - Hao Fei 001; Shengqiong Wu; Hanwang Zhang; Tat-Seng Chua; Shuicheng Yan (NeurIPS, 2024)

Unified Generative and Discriminative Training for Multi-modal Large Language Models. - Wei Chow; Juncheng Li 006; Qifan Yu; Kaihang Pan; Hao Fei 001; Zhiqi Ge; Shuai Yang; Siliang Tang; Hanwang Zhang; Qianru Sun (NeurIPS, 2024)

Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration. - Kaihang Pan; Zhaoyu Fan; Juncheng Li 006; Qifan Yu; Hao Fei 001; Siliang Tang; Richang Hong; Hanwang Zhang; Qianru Sun (NeurIPS, 2024)

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation. - Changli Wu; Qi Chen; Jiayi Ji; Haowei Wang 001; Yiwei Ma; You Huang; Gen Luo; Hao Fei 001; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2024)

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models. - Mingrui Wu; Xinyue Cai; Jiayi Ji; Jiale Li; Oucheng Huang; Gen Luo; Hao Fei 001; Guannan Jiang; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2024)

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. - Tao Zhang 042; Xiangtai Li; Hao Fei 001; Haobo Yuan; Shengqiong Wu; Shunping Ji; Chen Change Loy; Shuicheng Yan (NeurIPS, 2024)

Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image. - Yu Zhao 043; Hao Fei 001; Xiangtai Li; Libo Qin 004; Jiayi Ji; Hongyuan Zhu; Meishan Zhang; Min Zhang 005; Jianguo Wei (NeurIPS, 2024)

Overview of the NLPCC 2024 Shared Task 2: Nominal Compound Chain Extraction. - Bobo Li; Hao Fei 001; Fei Li 021; Donghong Ji (NLPCC (5), 2024)

Overview of the NLPCC 2024 Shared Task 3: Dialogue-Level Coreference Resolution and Relation Extraction. - Yiyun Xiong; Fei Li 021; Bobo Li; Hao Fei 001; Donghong Ji; Chong Teng (NLPCC (5), 2024)

NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations. - Meng Luo 002; Han Zhang; Shengqiong Wu; Bobo Li; Hong Han 001; Hao Fei 001 (SemEval@NAACL, 2024)

I3: Intent-Introspective Retrieval Conditioned on Instructions. - Kaihang Pan; Juncheng Li 006; Wenjie Wang 007; Hao Fei 001; Hongye Song; Wei Ji 008; Jun Lin; Xiaozhong Liu; Tat-Seng Chua; Siliang Tang (SIGIR, 2024)

MMLSCU: A Dataset for Multi-modal Multi-domain Live Streaming Comment Understanding. - Zixiang Meng; Qiang Gao 008; Di Guo; Yunlong Li; Bobo Li; Hao Fei 001; Shengqiong Wu; Fei Li 021; Chong Teng; Donghong Ji (WWW, 2024)

Modeling Unified Semantic Discourse Structure for High-quality Headline Generation. - Minghui Xu; Hao Fei 001; Fei Li 021; Shengqiong Wu; Rui Sun; Chong Teng; Donghong Ji (CoRR, 2024)

Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction. - Meishan Zhang; Hao Fei 001; Bin Wang 004; Shengqiong Wu; Yixin Cao 006; Fei Li 021; Min Zhang 005 (CoRR, 2024)

EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot. - Hao Fei 001; Han Zhang; Bin Wang 004; Lizi Liao; Qian Liu 012; Erik Cambria (CoRR, 2024)

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models. - Mingrui Wu; Xinyue Cai; Jiayi Ji; Jiale Li; Oucheng Huang; Gen Luo; Hao Fei 001; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Grounding is All You Need? Dual Temporal Grounding for Video Dialog. - You Qin; Wei Ji 008; Xinze Lan; Hao Fei 001; Xun Yang 001; Dan Guo 001; Roger Zimmermann; Lizi Liao (CoRR, 2024)

Towards Rich Emotions in 3D Avatars: A Text-to-3D Avatar Generation Benchmark. - Haidong Xu; Meishan Zhang; Hao Ju; Zhedong Zheng; Hongyuan Zhu; Erik Cambria; Min Zhang 005; Hao Fei 001 (CoRR, 2024)

M3D: A Multimodal, Multilingual and Multitask Dataset for Grounded Document-level Information Extraction. - Jiang Liu 018; Bobo Li; Xinran Yang; Na Yang; Hao Fei 001; Min Zhang 005; Fei Li 021; Donghong Ji (CoRR, 2024)

Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining. - Zhiqi Ge; Juncheng Li 006; Xinglei Pang; Minghe Gao; Kaihang Pan; Wang Lin; Hao Fei 001; Wenqiao Zhang; Siliang Tang; Yueting Zhuang (CoRR, 2024)

Integrating discourse features and response assessment for advancing empathetic dialogue. - Bobo Li; Hao Fei 001; Fangfang Su; Fei Li 021; Donghong Ji (Inf. Process. Manag., 2024)

TKDP: Threefold Knowledge-Enriched Deep Prompt Tuning for Few-Shot Named Entity Recognition. - Jiang Liu 018; Hao Fei 001; Fei Li 021; Jingye Li; Bobo Li; Liang Zhao 001; Chong Teng; Donghong Ji (IEEE Trans. Knowl. Data Eng., 2024)

Enhancing Video-Language Representations With Structural Spatio-Temporal Alignment. - Hao Fei 001; Shengqiong Wu; Meishan Zhang; Min Zhang 005; Tat-Seng Chua; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence. - Hao Li 093; Hao Fei 001; Zechao Hu 003; Zhengwei Yang; Zheng Wang 007 (AAAI, 2025)

Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. - Shengqiong Wu; Hao Fei 001; Liangming Pan; William Yang Wang; Shuicheng Yan; Tat-Seng Chua (AAAI, 2025)

Multi-Granular Multimodal Clue Fusion for Meme Understanding. - Li Zheng; Hao Fei 001; Ting Dai; Zuquan Peng; Fei Li 021; Huisheng Ma; Chong Teng; Donghong Ji (AAAI, 2025)

Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework. - Jundong Xu; Hao Fei 001; Meng Luo 002; Qian Liu 012; Liangming Pan; William Yang Wang; Preslav Nakov; Mong-Li Lee; Wynne Hsu (ACL (1), 2025)

Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge. - Li Zheng; Sihang Wang; Hao Fei 001; Zuquan Peng; Fei Li 021; Jianming Fu; Chong Teng; Donghong Ji (ACL (1), 2025)

Universal Scene Graph Generation. - Shengqiong Wu; Hao Fei 001; Tat-Seng Chua (CVPR, 2025)

Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene. - Shengqiong Wu; Hao Fei 001; Jingkang Yang; Xiangtai Li; Juncheng Li 006; Hanwang Zhang; Tat-Seng Chua (CVPR, 2025)

Complex Open Information Extraction with Heterogeneous Syntax Forests. - Meishan Zhang; Peiming Guo; Hao Fei 001; Min Zhang 005 (ICASSP, 2025)

CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs. - Jinlan Fu; Shenzhen Huangfu; Hao Fei 001; Xiaoyu Shen; Bryan Hooi; Xipeng Qiu; See-Kiong Ng (ICLR, 2025)

Towards Semantic Equivalence of Tokenization in Multimodal LLM. - Shengqiong Wu; Hao Fei 001; Xiangtai Li; Jiayi Ji; Hanwang Zhang; Tat-Seng Chua; Shuicheng Yan (ICLR, 2025)

MFSVFND: Multimodal Fusion Network for Detecting Fake News on Short Video Platforms. - Liyuan Zhang; Yang Yajing; Yan Yang; Yong Liu 029; Zhongyan Gui; Ruofan Li; Hao Fei 001 (ICMR, 2025)

From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search. - Jintao Sun 001; Hao Fei 001; Gangyi Ding; Zhedong Zheng (WWW, 2025)

Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark. - Han Zhang; Zixiang Meng; Meng Luo 002; Hong Han 001; Lizi Liao; Erik Cambria; Hao Fei 001 (WWW, 2025)

Grammar induction from visual, speech and text. - Yu Zhao 043; Hao Fei 001; Shengqiong Wu; Meishan Zhang; Min Zhang 005; Tat-Seng Chua (Artif. Intell., 2025)

STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution. - Li Zheng; Hao Fei 001; Lei Chen; Bobo Li; Fei Li 021; Chong Teng; Liang Zhao 001; Donghong Ji (Trans. Assoc. Comput. Linguistics, 2025)

Revisiting Conversation Discourse for Dialogue Disentanglement. - Bobo Li; Hao Fei 001; Fei Li 021; Shengqiong Wu; Lizi Liao; Yinwei Wei; Tat-Seng Chua; Donghong Ji (ACM Trans. Inf. Syst., 2025)

Toward Complex-query Referring Image Segmentation: A Novel Benchmark. - Wei Ji 008; Li Li 091; Hao Fei 001; Xiangyan Liu; Xun Yang 001; Juncheng Li 006; Roger Zimmermann (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Semantic Role Labeling: A Systematical Survey. - Huiyao Chen; Meishan Zhang; Jing Li 034; Min Zhang 005; Lilja Øvrelid; Jan Hajic; Hao Fei 001 (CoRR, 2025)

Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems. - Tianjie Ju; Bowen Wang; Hao Fei 001; Mong-Li Lee; Wynne Hsu; Yun Li; Qianren Wang; Pengzhou Cheng; Zongru Wu; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2025)

Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models. - Tianjie Ju; Yi Hua; Hao Fei 001; Zhenyu Shao; Yubin Zheng; Haodong Zhao; Mong-Li Lee; Wynne Hsu; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2025)

TAIL: Text-Audio Incremental Learning. - Yingfei Sun; Xu Gu; Wei Ji 008; Hanbin Zhao; Hao Fei 001; Yifang Yin; Roger Zimmermann (CoRR, 2025)

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey. - Yaoting Wang; Shengqiong Wu; Yuecheng Zhang; Shuicheng Yan; Ziwei Liu; Jiebo Luo 001; Hao Fei 001 (CoRR, 2025)

Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology. - Siyuan Yan; Ming Hu; Yiwen Jiang; Xieji Li; Hao Fei 001; Philipp Tschandl; Harald Kittler; Zongyuan Ge (CoRR, 2025)

JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization. - Kai Liu 023; Wei Li 190; Lai Chen; Shengqiong Wu; Yanhao Zheng; Jiayi Ji; Fan Zhou 007; Rongxin Jiang 001; Jiebo Luo 001; Hao Fei 001; Tat-Seng Chua (CoRR, 2025)

Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation. - Shengqiong Wu; Weicai Ye; Jiahao Wang; Quande Liu; Xintao Wang 002; Pengfei Wan 001; Di Zhang; Kun Gai; Shuicheng Yan; Hao Fei 001; Tat-Seng Chua (CoRR, 2025)

Probing then Editing Response Personality of Large Language Models. - Tianjie Ju; Zhenyu Shao; Bowen Wang; Yujia Chen; Zhuosheng Zhang 001; Hao Fei 001; Mong-Li Lee; Wynne Hsu; Sufeng Duan; Gongshen Liu (CoRR, 2025)

VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models. - Haojian Huang; Haodong Chen; Shengqiong Wu; Meng Luo 002; Jinlan Fu; Xinya Du; Hanwang Zhang; Hao Fei 001 (CoRR, 2025)

On Path to Multimodal Generalist: General-Level and General-Bench. - Hao Fei 001; Yuan Zhou 016; Juncheng Li 006; Xiangtai Li; Qingshan Xu 001; Bobo Li; Shengqiong Wu; Yaoting Wang; Junbao Zhou; Jiahao Meng; Qingyu Shi; Zhiyuan Zhou; et al. (CoRR, 2025)

So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection. - Zhenglin Huang; Tianxiao Li; Xiangtai Li; Haiquan Wen; Yiwei He; Jiangning Zhang; Hao Fei 001; Xi Yang 008; Xiaowei Huang 001; Bei Peng 001; Guangliang Cheng (CoRR, 2025)

SMAP: Self-supervised Motion Adaptation for Physically Plausible Humanoid Whole-body Control. - Haoyu Zhao; Sixu Lin; Qingwei Ben; Minyue Dai; Hao Fei 001; Jingbo Wang; Hua Zou; Junting Dong (CoRR, 2025)

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models. - Shilin Xu 001; Yanwei Li; Rui Yang; Tao Zhang 042; Yueyi Sun; Wei Chow; Linfeng Li; Hang Song; Qi Xu; Yunhai Tong; Xiangtai Li; Hao Fei 001 (CoRR, 2025)

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents. - Bobo Li; Yuheng Wang; Hao Fei 001; Juncheng Li 006; Wei Ji 008; Mong-Li Lee; Wynne Hsu (CoRR, 2025)

On the Adaptive Psychological Persuasion of Large Language Models. - Tianjie Ju; Yujia Chen; Hao Fei 001; Mong-Li Lee; Wynne Hsu; Pengzhou Cheng; Zongru Wu; Zhuosheng Zhang 001; Gongshen Liu (CoRR, 2025)

Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models. - Ruiyang Zhang; Hu Zhang 005; Hao Fei 001; Zhedong Zheng (CoRR, 2025)

DragNeXt: Rethinking Drag-Based Image Editing. - Yuan Zhou 016; Junbao Zhou; Qingshan Xu 001; Kesen Zhao; Yuxuan Wang; Hao Fei 001; Richang Hong; Hanwang Zhang (CoRR, 2025)

Towards Explainable Bilingual Multimodal Misinformation Detection and Localization. - Yiwei He; Xiangtai Li; Zhenglin Huang; Yi Dong; Hao Fei 001; Jiangning Zhang; Baoyuan Wu; Guangliang Cheng (CoRR, 2025)

Where, What, Why: Towards Explainable Driver Attention Prediction. - Yuchen Zhou 002; Jiayu Tang; Xiaoyan Xiao; Yueyao Lin; Linkai Liu; Zipeng Guo; Hao Fei 001; Xiaobo Xia; Chao Gou (CoRR, 2025)

VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models. - Haidong Xu; Guangwei Xu; Zhedong Zheng; Xiatian Zhu; Wei Ji 008; Xiangtai Li; Ruijie Guo; Meishan Zhang; Min Zhang 005; Hao Fei 001 (CoRR, 2025)