| 2026 | AAAI | Towards Illumination-Aware Restoration of Metalens-Captured Images: A New Dataset and a Strong Baseline. | Fen Fang, Xinan Liang, Muli Yang, Jinghong Zheng, Tobias Wilhelm W. Mass, Ying Sun, Xulei Yang, Xuewu Xu, Zhengguo Li |
| 2026 | AAAI | Next-Generation Metalens Vision System: Powered by AI and Applied to AI. | Fen Fang, Muli Yang, Henan Wang, Xinan Liang, Tobias Wilhelm W. Mass, Xuewu Xu, Xulei Yang, Zhengguo Li |
| 2026 | AAAI | Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models. | Chenghao Xu, Jiexi Yan, Muli Yang, Fen Fang, Huilin Chen, Cheng Deng |
| 2026 | AAAI | Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated. | Muli Yang, Gabriel James Goenawan, Henan Wang, Huaiyuan Qin, Chenghao Xu, Yanhua Yang, Fen Fang, Ying Sun, Joo Hwee Lim, Hongyuan Zhu |
| 2026 | ACL | From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language. | Jiawei Liu, Xun Gong, Muli Yang, Xingrui Yu, Fen Fang, Xulei Yang, Ivor W. Tsang, Yunfeng Hu, Hong Chen, Qing Guo |
| 2026 | ACL | Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs. | Guangtao Lyu, Qi Liu, Chenghao Xu, Jiexi Yan, Muli Yang, Xueting Li, Fen Fang, Cheng Deng |
| 2026 | ACL | Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models. | Chenghao Xu, Jiexi Yan, Guangtao Lyu, Qi Liu, Muli Yang, Cheng Deng |
| 2025 | CVPR | Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding. | Yuxuan Wang, Aming Wu, Muli Yang, Yukuan Min, Yihang Zhu, Cheng Deng |
| 2025 | CVPR | Detecting Open World Objects via Partial Attribute Assignment. | Muli Yang, Gabriel James Goenawan, Huaiyuan Qin, Kai Han, Xi Peng, Yanhua Yang, Hongyuan Zhu |
| 2025 | ICCV | Vision-Language Interactive Relation Mining for Open-Vocabulary Scene Graph Generation. | Yukuan Min, Muli Yang, Jinhao Zhang, Yuxuan Wang, Aming Wu, Cheng Deng |
| 2025 | ICLR | Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization. | Guangtao Lyu, Chenghao Xu, Jiexi Yan, Muli Yang, Cheng Deng |
| 2025 | WACV | Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning. | Yanan Gu, Muli Yang, Xu Yang, Kun Wei, Hongyuan Zhu, Gabriel James Goenawan, Cheng Deng |
| 2024 | ACL | LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures. | Chenghao Xu, Guangtao Lyu, Jiexi Yan, Muli Yang, Cheng Deng |
| 2023 | CVPR | Bootstrap Your Own Prior: Towards Distribution-Agnostic Novel Class Discovery. | Muli Yang, Liancheng Wang, Cheng Deng, Hanwang Zhang |
| 2023 | IJCAI | Hierarchical Prompt Learning for Compositional Zero-Shot Recognition. | Henan Wang, Muli Yang, Kun Wei, Cheng Deng |
| 2022 | CVPR | Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning. | Xiangyu Li, Xu Yang, Kun Wei, Cheng Deng, Muli Yang |
| 2022 | CVPR | Divide and Conquer: Compositional Experts for Generalized Novel Class Discovery. | Muli Yang, Yuehua Zhu, Jiaping Yu, Aming Wu, Cheng Deng |
| 2022 | SIGIR | Progressive Self-Attention Network with Unsymmetrical Positional Encoding for Sequential Recommendation. | Yuehua Zhu, Bo Huang, Shaohua Jiang, Muli Yang, Yanhua Yang, Wenliang Zhong |
| 2020 | CVPR | Learning Unseen Concepts via Hierarchical Decomposition and Composition. | Muli Yang, Cheng Deng, Junchi Yan, Xianglong Liu, Dacheng Tao |
| 2020 | IJCAI | Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval. | Xinxun Xu, Muli Yang, Yanhua Yang, Hao Wang |
| 2019 | ICCV | Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object Recognition. | Kun Wei, Muli Yang, Hao Wang, Cheng Deng, Xianglong Liu |