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3 Jun 2026
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SERC
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Institute for Infocomm Research
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Deciphering Object Concepts: Hierarchical Cross-Modal Relational Reasoning for Mining Object-Attribute-Affordance Associations (Pending publish)
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Yuxuan Wang,
Muli Yang,
Yihang Zhu,
Jiexi Yan,
Fen Fang,
Xulei Yang,
Cheng Deng
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IEEE Transactions on Pattern Analysis and Machine Intelligence
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22 Apr 2026
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SERC
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Institute for Infocomm Research
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Counterfactual Risk Minimization for Out-of-Distribution Generalization
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Yanhua Yang,
Muli Yang,
Jiahua Li,
Henan Wang,
Cheng Deng,
Hongyuan Zhu
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IEEE Transactions on Image Processing
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18 Mar 2026
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SERC
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Institute for Infocomm Research
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Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated
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Muli Yang,
Gabriel James Goenawan,
Henan Wang,
Huaiyuan Qin,
Chenghao Xu,
Yanhua Yang,
Fen Fang,
Ying Sun,
Joo Hwee Lim,
Hongyuan Zhu
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Proceedings of the AAAI Conference on Artificial Intelligence
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18 Mar 2026
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SERC
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Institute for Infocomm Research
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Towards Illumination-Aware Restoration of Metalens-Captured Images: A New Dataset and a Strong Baseline
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Fen Fang,
Xinan Liang,
Muli Yang,
Jinghong Zheng,
Tobias Mass,
Ying Sun,
Xulei Yang,
Xuewu Xu,
Zhengguo Li
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Proceedings of the AAAI Conference on Artificial Intelligence
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18 Mar 2026
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SERC
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Institute for Infocomm Research
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Next-Generation Metalens Vision System: Powered by AI and Applied to AI
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Fen Fang,
Muli Yang,
Henan Wang,
Xinan Liang,
Tobias Mass,
Xuewu Xu,
Xulei Yang,
Zhengguo Li
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Proceedings of the AAAI Conference on Artificial Intelligence
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18 Mar 2026
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SERC
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Institute for Infocomm Research
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Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models
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Chenghao Xu,
Jiexi Yan,
Muli Yang,
Fen Fang,
Huilin Chen,
Cheng Deng
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Proceedings of the AAAI Conference on Artificial Intelligence
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9 Dec 2025
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SERC
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Institute for Infocomm Research
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Toward Accurate Procedure Planning in Instructional Videos: Visual State Generation Helps Task-Selective Diffusion
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Fen Fang,
Muli Yang,
Min Wu,
Yanhua Yang,
Qianli Xu,
Joo-Hwee Lim,
Xulei Yang,
Hongyuan Zhu
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IEEE Transactions on Pattern Analysis and Machine Intelligence
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13 Sep 2025
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SERC
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Institute for Infocomm Research
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Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning (Pending publish)
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Huaiyuan Qin,
Muli Yang,
Siyuan Hu,
Peng Hu,
Yu Zhang,
Chen Geng,
Hongyuan Zhu
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Transactions on Machine Learning Research
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13 Aug 2025
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SERC
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Institute for Infocomm Research
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Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding (Pending publish)
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Yuxuan Wang,
Aming Wu,
Muli Yang,
Yukuan Min,
Yihang Zhu,
Cheng Deng
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2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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13 Aug 2025
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SERC
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Institute for Infocomm Research
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Detecting Open World Objects via Partial Attribute Assignment
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Muli Yang,
Gabriel James Goenawan,
Huaiyuan Qin,
Kai Han,
Xi Peng,
Yanhua Yang,
Hongyuan Zhu
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2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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