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

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)

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)

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)

Neural Transition System for End-to-End Opinion Role Labeling. - Shengqiong Wu; Donghong Ji (CoRR, 2021)

Neural transition model for aspect-based sentiment triplet extraction with triplet memory. - Shengqiong Wu; Bobo Li; Dongdong Xie 003; Chong Teng; Donghong Ji (Neurocomputing, 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)

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)

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 005; 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 005; 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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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 026; Kun Gai; Shuicheng Yan; Hao Fei 001; Tat-Seng Chua (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)

Dr.V: A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-grained Spatial-Temporal Grounding. - Meng Luo 002; Shengqiong Wu; Liqiang Jing; Tianjie Ju; Li Zheng; Jinxiang Lai; Tianlong Wu; Xinya Du; Jian Li; Siyuan Yan; Jiebo Luo 001; William Yang Wang; et al. (CoRR, 2025)