2025 |
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Yaoting Wang, Shengqiong Wu, Yuechen Zhang, William Wang, Ziwei Liu, Jiebo Luo, Hao Fei. Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey. arxiv. 2025. [Code][pdf]
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Shengqiong Wu, Hao Fei, Tat-Seng Chua, Shuicheng Yan. Universal Scene Graph Generation. CVPR. 2025. [Code][pdf]
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Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-seng Chua. Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene. CVPR. 2025. [Code][pdf]
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Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan. Towards Semantic Equivalence of Tokenization in Multimodal LLM. ICLR. 2025. [Code][pdf]
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Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua. Combating Multimodal LLM Hallucination via Bottom-up Holistic Reasoning. In Proceedings of AAAI. 2025. [pdf]
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2024 |
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Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan. VITRON: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. In Proceedings of NeurIPS. 2024. [Code][pdf]
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Meng Luo, Hao Fei*, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu. PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. In Proceedings of ACM MM. 2024. (Oral).[Code][pdf]
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Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua. NExT-GPT: Any-to-Any Multimodal Large Language Model. In Proceedings of ICML. 2024. (Oral) [Code | 3.5k π][pdf]
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Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Meishan Zhang, Mong-Li Lee, Wynne Hsu. Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition. In Proceedings of ICML. 2024. (Oral) [Code][pdf]
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Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua. Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs. In Proceedings of CVPR. 2024. [Code][pdf]
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2023 |
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Shengqiong Wu, Hao Fei, Hanwang Zhang, Tat-Seng Chua. Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion. In Proceedings of NeurIPS. 2023. (long, poster) [Code][pdf]
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Leigang Qu*, Shengqiong Wu*, Hao Fei, Liqiang Nie, Tat-Seng Chua. LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. In Proceedings of ACM MM. 2023. (*: equal contribution, long) [Code][pdf]
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Bobo Li, Hao Fei, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Fei Li, Donghong Ji. DiaASQ: A benchmark of conversational aspect-based sentiment quadruple analysis.In Proceedings of ACL. 2023. (long, poster) [Code][pdf]
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Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua. Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling. In Proceedings of ACL. 2023. (long, poster, paper award nomination, 1.6%) [Code][pdf]
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Shengqiong Wu, Hao Fei, Wei Ji, Tat-Seng Chua. Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment. In Proceedings of ACL. 2023. (long, oral) [pdf]
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2022 |
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Hao Fei, Shengqiong Wu, Jingye Li, Bobo Li, Fei Li, Libo Qin, Meishan Zhang, Min Zhang, Tat-Seng Chua. LasUIE: Unifying information extraction with latent adaptive structure-aware generative language model. In Proceedings of NeurIPS. 2022. (long, poster) [Code][pdf]
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Hu Cao, Jingye Li, Fangfang Su, Fei Li, Hao Fei, Shengqiong Wu, Bobo Li, Liang Zhao and Donghong Ji. OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction. In Proceedings of COLING. 2022. (long, oral) [Code][pdf]
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Shengqiong Wu, Hao Fei, Fei Li, Meishan Zhang, Yijiang Liu, Chong Teng, Donghong Ji. Mastering the Explicit Opinion-Role Interaction: Syntax-Aided Neural Transition System for Unified Opinion Role Labeling. In Proceedings of AAAI. 2022. (long, online) [Code][pdf]
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Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, Fei Li. Unified named entity recognition as word-word relation classification. In Proceedings of AAAI. 2022. (long, online) [Code][pdf]
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2021 |
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Shengqiong Wu, Hao Fei, Yafeng Ren, Donghong Ji, Jingye Li. Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge. In Proceedings of IJCAI. 2021. (long, online) [Code][pdf]
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