Li, Yun

24 publications

AAAI 2025 Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective Xinmiao Yu, Xiaocheng Feng, Yun Li, Minghui Liao, Ya-Qi Yu, Xiachong Feng, Weihong Zhong, Ruihan Chen, Mengkang Hu, Jihao Wu, Duyu Tang, Dandan Tu, Bing Qin

AAAI 2025 Is LLMs Hallucination Usable? LLM-Based Negative Reasoning for Fake News Detection Chaowei Zhang, Zongling Feng, Zewei Zhang, Jipeng Qiang, Guandong Xu, Yun Li

ICML 2025 MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization Kangyu Zhu, Peng Xia, Yun Li, Hongtu Zhu, Sheng Wang, Huaxiu Yao

ICLR 2025 PEARL: Parallel Speculative Decoding with Adaptive Draft Length Tianyu Liu, Yun Li, Qitan Lv, Kai Liu, Jianchen Zhu, Winston Hu, Xiao Sun

ICCV 2025 STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? Yun Li, Yiming Zhang, Tao Lin, Xiangrui Liu, Wenxiao Cai, Zheng Liu, Bo Zhao

NeurIPS 2024 CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Zou, Huaxiu Yao

ICMLW 2024 CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models Peng Xia, Ze Chen, Juanxi Tian, Gong Yangrui, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Zou, Huaxiu Yao

NeurIPSW 2024 CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing Wenhao Zheng, Yixiao Chen, Weitong Zhang, Souvik Kundu, Yun Li, Zhengzhong Liu, Eric P. Xing, Hongyi Wang, Huaxiu Yao

NeurIPS 2024 Calibrated Self-Rewarding Vision Language Models Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao

ICMLW 2024 Calibrated Self-Rewarding Vision Language Models Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao

CVPR 2024 Context-Based and Diversity-Driven Specificity in Compositional Zero-Shot Learning Yun Li, Zhe Liu, Hang Chen, Lina Yao

ICMLW 2024 LIFTED: Multimodal Mixture-of-Experts for Clinical Trial Outcome Prediction Wenhao Zheng, Dongshen Peng, Hongxia Xu, Yun Li, Hongtu Zhu, Tianfan Fu, Huaxiu Yao

NeurIPS 2024 STimage-1K4M: A Histopathology Image-Gene Expression Dataset for Spatial Transcriptomics Jiawen Chen, Muqing Zhou, Wenrong Wu, Jinwei Zhang, Yun Li, Didong Li

ICCV 2023 Advancing Example Exploitation Can Alleviate Critical Challenges in Adversarial Training Yao Ge, Yun Li, Keji Han, Junyi Zhu, Xianzhong Long

ICCV 2023 Distilled Reverse Attention Network for Open-World Compositional Zero-Shot Learning Yun Li, Zhe Liu, Saurav Jha, Lina Yao

NeurIPS 2023 On the Identifiability and Interpretability of Gaussian Process Models Jiawen Chen, Wancen Mu, Yun Li, Didong Li

CVPR 2022 Learning Canonical F-Correlation Projection for Compact Multiview Representation Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen, Jianping Gou

ICMLW 2021 Is It Time to Redefine the Classification Task for Deep Learning Systems? Keji Han, Yun Li, Songcan Chen

AAAI 2021 Task Aligned Generative Meta-Learning for Zero-Shot Learning Zhe Liu, Yun Li, Lina Yao, Xianzhi Wang, Guodong Long

IJCAI 2020 CooBa: Cross-Project Bug Localization via Adversarial Transfer Learning Ziye Zhu, Yun Li, Hanghang Tong, Yu Wang

AAAI 2020 Lexical Simplification with Pretrained Encoders Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu

ECCVW 2020 Weight-Dependent Gates for Differentiable Neural Network Pruning Yun Li, Weiqun Wu, Zechun Liu, Chi Zhang, Xiangyu Zhang, Haotian Yao, Baoqun Yin

ECML-PKDD 2016 Graph-Margin Based Multi-Label Feature Selection Peng Yan, Yun Li

AAAI 2012 Ensemble Feature Weighting Based on Local Learning and Diversity Yun Li, Su-Yan Gao, Songcan Chen