Li, Ziyue

20 publications

NeurIPS 2025 ColorBench: Can VLMs See and Understand the Colorful World? a Comprehensive Benchmark for Color Perception, Reasoning, and Robustness Yijun Liang, Ming Li, Chenrui Fan, Ziyue Li, Dang Nguyen, Kwesi Adu Cobbina, Shweta Bhardwaj, Jiuhai Chen, Fuxiao Liu, Tianyi Zhou

AAAI 2025 KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li

ICLR 2025 Many-Objective Multi-Solution Transport Ziyue Li, Tian Li, Virginia Smith, Jeff Bilmes, Tianyi Zhou

IJCAI 2025 MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Meng Zhao, Fugee Tsung

ICML 2025 R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts Zhongyang Li, Ziyue Li, Tianyi Zhou

AAAI 2025 TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment Chenxi Liu, Qianxiong Xu, Hao Miao, Sun Yang, Lingzheng Zhang, Cheng Long, Ziyue Li, Rui Zhao

IJCAI 2025 Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era Chenxi Liu, Shaowen Zhou, Qianxiong Xu, Hao Miao, Cheng Long, Ziyue Li, Rui Zhao

NeurIPS 2025 TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents Xiaochuan Gou, Ziyue Li, Tian Lan, Junpeng Lin, Zhishuai Li, Bingyu Zhao, Chen Zhang, Di Wang, Xiangliang Zhang

ICML 2025 Unlocking the Power of SAM 2 for Few-Shot Segmentation Qianxiong Xu, Lanyun Zhu, Xuanyi Liu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao

ICLR 2025 Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free Ziyue Li, Tianyi Zhou

ICLRW 2024 Controlling Large Language Model-Based Agents for Large-Scale Decision-Making: An Actor-Critic Approach Bin Zhang, Hangyu Mao, Jingqing Ruan, Ying Wen, Yang Li, Shao Zhang, Zhiwei Xu, Dapeng Li, Ziyue Li, Rui Zhao, Guoliang Fan, Lijuan Li

ECCV 2024 Eliminating Feature Ambiguity for Few-Shot Segmentation Qianxiong Xu, Guosheng Lin, Chen Change Loy, Cheng Long, Ziyue Li, Rui Zhao

NeurIPS 2024 Hybrid Mamba for Few-Shot Segmentation Qianxiong Xu, Xuanyi Liu, Lanyun Zhu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao

AISTATS 2024 Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao

ICLRW 2024 TPTU-V2: Boosting Task Planning and Tool Usage of Large Language Model-Based Agents in Real-World Systems Yilun Kong, Jingqing Ruan, YiHong Chen, Bin Zhang, Tianpeng Bao, Shi Shiwei, Du Guo Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang

IJCAI 2024 X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner Haoyuan Jiang, Ziyue Li, Hua Wei, Xuantang Xiong, Jingqing Ruan, Jiaming Lu, Hangyu Mao, Rui Zhao

ICLR 2023 SIMPLE: Specialized Model-Sample Matching for Domain Generalization Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li

NeurIPSW 2023 TPTU: Task Planning and Tool Usage of Large Language Model-Based AI Agents Jingqing Ruan, YiHong Chen, Bin Zhang, Zhiwei Xu, Tianpeng Bao, Du Guo Qing, Shi Shiwei, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao

AAAI 2023 Towards Inference Efficient Deep Ensemble Learning Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li

AAAI 2020 Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung