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Ziyue Li

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

36

Venues

22

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

36 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIMedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification.Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Fugee Tsung
2026ACLHow Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients.Ming Li, Yanhong Li, Ziyue Li, Tianyi Zhou
2025AAAITimeCMA: 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
2025AAAIKITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy.Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li
2025DASFAAPET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-Consistency.Zhishuai Li, Xiang Wang, Jingjing Zhao, Sun Yang, Guoqing Du, Xiaoru Hu, Bin Zhang, Yuxiao Ye, Ziyue Li, Hangyu Mao, Rui Zhao
2025EMNLPTreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review.Yuan Chang, Ziyue Li, Hengyuan Zhang, Yuanbo Kong, Yanru Wu, Hayden Kwok-Hay So, Zhijiang Guo, Liya Zhu, Ngai Wong
2025EMNLPGuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors.Xinrong Chen, Hengyuan Zhang, Yingmin Qiu, Xiao Liang, Ziyue Li, Guanyu Wang, Weiping Li, Tong Mo, Hayden Kwok-Hay So, Ngai Wong
2025ICDEFELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning (Extended Abstract).Xinqi Du, Ziyue Li, Cheng Long, Yongheng Xing, Philip S. Yu, Hechang Chen
2025ICDEEfficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation.Chenxi Liu, Hao Miao, Qianxiong Xu, Shaowen Zhou, Cheng Long, Yan Zhao, Ziyue Li, Rui Zhao
2025ICLRMany-Objective Multi-Solution Transport.Ziyue Li, Tian Li, Virginia Smith, Jeff A. Bilmes, Tianyi Zhou
2025ICLRYour Mixture-of-Experts LLM Is Secretly an Embedding Model for Free.Ziyue Li, Tianyi Zhou
2025ICMLR2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts.Zhongyang Li, Ziyue Li, Tianyi Zhou
2025ICMLUnlocking the Power of SAM 2 for Few-Shot Segmentation.Qianxiong Xu, Lanyun Zhu, Xuanyi Liu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao
2025IJCAITowards 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
2025IJCAIMedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning.Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Meng Zhao, Fugee Tsung
2025IJCNLPReasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges.Jintao Liang, Gang Su, Huifeng Lin, You Wu, Rui Zhao, Ziyue Li
2025NAACLSparser Mixture-of-Adapters with Cross-Layer Generalization.Ziyue Li, Tianyi Zhou
2025SECLSAST: Enhancing Cybersecurity Through LLM-Supported Static Application Security Testing.Mete Keltek, Rong Hu, Mohammadreza Fani Sani, Ziyue Li
2024AISTATSNon-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning.Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
2024DEXASQL-to-Schema Enhances Schema Linking in Text-to-SQL.Sun Yang, Qiong Su, Zhishuai Li, Ziyue Li, Hangyu Mao, Chenxi Liu, Rui Zhao
2024ECCVEliminating Feature Ambiguity for Few-Shot Segmentation.Qianxiong Xu, Guosheng Lin, Chen Change Loy, Cheng Long, Ziyue Li, Rui Zhao
2024EMNLPTPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems.Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Du Qing, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang
2024IJCAIX-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
2024INDINEMDT: A Decision Transformer-Based Energy Management Strategy in Integrated Energy Systems.Ziyue Li, Jiancheng Chen, Jianzhi Xu
2024KDDCoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control.Jingqing Ruan, Ziyue Li, Hua Wei, Haoyuan Jiang, Jiaming Lu, Xuantang Xiong, Hangyu Mao, Rui Zhao
2024MDMSpatial-Temporal Large Language Model for Traffic Prediction.Chenxi Liu, Sun Yang, Qianxiong Xu, Zhishuai Li, Cheng Long, Ziyue Li, Rui Zhao
2023AAAITowards Inference Efficient Deep Ensemble Learning.Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
2023ICLRSIMPLE: Specialized Model-Sample Matching for Domain Generalization.Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li
2023KDDMM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
2023MobisysPoster: A Privacy-preserving Heart Rate Prediction System for Drivers in Connected Vehicles.Hui Ruan, Qingyuan Gong, Yang Chen, Jiong Chen, Ziyue Li, Xiang Su
2023SMCProtecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling.Ziyue Li, Yuchen Fang, You Li, Kan Ren, Yansen Wang, Xufang Luo, Juanyong Duan, Congrui Huang, Dongsheng Li, Lili Qiu
2022CIKMJointly Contrastive Representation Learning on Road Network and Trajectory.Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao
2021DCCThe Twelvefold Way of Non-Sequential Lossless Compression.Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen, Hassan Dbouk, James A. Douglas, Yuncong Geng, Ian George, John B. Harvill, Sung Woo Jeon, Kartik K. Kansal, Kiwook Lee, Kelly A. Levick, Bochao Li, Ziyue Li, Yashaswini Murthy, Adarsh Muthuveeru-Subramaniam, S. Yagiz Olmez, Matthew J. Tomei, Tanya Veeravalli, Xuechao Wang, Eric A. Wayman, Fan Wu, Peng Xu, Shen Yan, Heling Zhang, Yibo Zhang, Yifan Zhang, Yibo Zhao, Sourya Basu, Lav R. Varshney
2021ICDETensor Topic Models with Graphs and Applications on Individualized Travel Patterns.Ziyue Li
2020AAAITensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction.Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
2020CHIOpportunities and Challenges in Involving Users in Project-Based HCI Education.Wendy Roldan, Xin Gao, Allison Marie Hishikawa, Tiffany Ku, Ziyue Li, Echo Zhang, Jon E. Froehlich, Jason C. Yip