Yexin Li

43 papers A* 7A 2C 1Journal 26Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
ADAPT: Adaptive Decentralized Architecture with Perception-Aligned Training for Structural Generalization in Multi-Agent RL.
AAAI
Zhixiang Zhang, Shuo Chen, Yexin Li, Feng Wang
2026 J jnl
Adaptive Value Decomposition: Coordinating a Varying Number of Agents in Urban Systems.
CoRR
Yexin Li, Jinjin Guo, Haoyu Zhang, Yuhan Zhao, Yiwen Sun, Zihao Jiao
2026 J jnl
CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning.
Trans. Mach. Learn. Res.
Yexin Li
2026 J jnl
Grad2Reward: From Sparse Judgment to Dense Rewards for Improving Open-Ended LLM Reasoning.
CoRR
Zheng Zhang, Ao Lu, Yuanhao Zeng, Ziwei Shan, Jinjin Guo, Lufei Li, Yexin Li, Kan Ren
2026 J jnl
Hierarchical Reinforcement Learning for Cooperative Air-Ground Delivery in Urban System.
CoRR
Songxin Lei, Chunming Ma, Haomin Wen, Yexin Li, Lizhenghe Chen, Qianyu Yang, Fugee Tsung, Lei Chen, Sijie Ruan, Yuxuan Liang
2026 J jnl
IDER: IDempotent Experience Replay for Reliable Continual Learning.
CoRR
Zhanwang Liu, Yuting Li, Haoyuan Gao, Yexin Li, Linghe Kong, Lichao Sun, Weiran Huang
2026 J jnl
Non-Hermitian Dynamics in Three-Level Systems: A Perturbative Approach for Time-Dependent Hamiltonians.
Entropy
Guixiang La, Yexin Li, Gongping Zheng
2026 — conf
Predictive Mobile Refueling for Agricultural Machinery via Deep Reinforcement Learning.
KDD (1)
Sijie Ruan, Renchi Jiang, Song Tang, Yexin Li, Weixin Zhai, Xinhao Liu, Bingbing Hu, Hanning Yuan, Caicong Wu, Shuliang Wang
2026 A* conf
Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation Learning.
WWW
Jinjin Guo, Yexin Li, Zhichao Huang, Jun Fang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang
2026 J jnl
Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation Learning.
CoRR
Jinjin Guo, Yexin Li, Zhichao Huang, Jun Fang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang
2025 J jnl
A Unified Multi-Agent Framework for Universal Multimodal Understanding and Generation.
CoRR
Jiulin Li, Ping Huang, Yexin Li, Shuo Chen, Juewen Hu, Ye Tian
2025 — conf
Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective.
ACL (Findings)
Yipeng Kang, Junqi Wang, Yexin Li, Mengmeng Wang, Wenming Tu, Quansen Wang, Hengli Li, Tingjun Wu, Xue Feng, Fangwei Zhong, Zilong Zheng
2025 J jnl
CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning.
CoRR
Yexin Li, Pring Wong, Hanfang Zhang, Shuo Chen, Siyuan Qi
2025 J jnl
Causal Graph Guided Steering of LLM Values via Prompts and Sparse Autoencoders.
CoRR
Yipeng Kang, Junqi Wang, Yexin Li, Fangwei Zhong, Xue Feng, Mengmeng Wang, Wenming Tu, Quansen Wang, Hengli Li, Zilong Zheng
2025 — conf
ECMF: Enhanced Cross-Modal Fusion for Multimodal Emotion Recognition in MER-SEMI Challenge.
MRAC@MM
Juewen Hu, Yexin Li, Jiulin Li, Shuo Chen, Pring Wong
2025 J jnl
ECMF: Enhanced Cross-Modal Fusion for Multimodal Emotion Recognition in MER-SEMI Challenge.
CoRR
Juewen Hu, Yexin Li, Jiulin Li, Shuo Chen, Pring Wong
2025 J jnl
Enhanced Continual Learning of Vision-Language Models with Model Fusion.
CoRR
Haoyuan Gao, Zicong Zhang, Yuqi Wei, Linglan Zhao, Guilin Li, Yexin Li, Linghe Kong, Weiran Huang
2025 — conf
Learning to Select In-Context Demonstration Preferred by Large Language Model.
ACL (Findings)
Zheng Zhang, Shaocheng Lan, Lei Song, Jiang Bian, Yexin Li, Kan Ren
2025 J jnl
Learning to Select In-Context Demonstration Preferred by Large Language Model.
CoRR
Zheng Zhang, Shaocheng Lan, Lei Song, Jiang Bian, Yexin Li, Kan Ren
2025 J jnl
Linking Process to Outcome: Conditional Reward Modeling for LLM Reasoning.
CoRR
Zheng Zhang, Ziwei Shan, Kaitao Song, Yexin Li, Kan Ren
2025 A conf
SEDG: Stitch-Compatible End-to-End Layout Decomposition Based on Graph Neural Network.
DATE
Yifan Guo, Jiawei Chen, Yexin Li, Yunxiang Zhang, Qing Zhang, Yuhang Zhang, Yongfu Li
2025 J jnl
Simulation and optimization of water-food-energy nexus under different subjective risks: A case study of Xiangyang section of Han River, China.
Comput. Ind. Eng.
Ying Zhu, Xin Dong, Xiuquan Wang, Ning Shen, Yexin Li, Qingli Zhang
2024 A* conf
A Contextual Combinatorial Bandit Approach to Negotiation.
ICML
Yexin Li, Zhancun Mu, Siyuan Qi
2024 J jnl
A Contextual Combinatorial Bandit Approach to Negotiation.
CoRR
Yexin Li, Zhancun Mu, Siyuan Qi
2024 J jnl
A novel directly energy-preserving method for charged particle dynamics.
CoRR
Yexin Li, Ping Jiang, Haochen Li
2024 J jnl
A novel directly energy-preserving method for charged particle dynamics.
J. Comput. Appl. Math.
Yexin Li, Ping Jiang, Haochen Li
2024 A* conf
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents.
ICLR
Siyuan Qi, Shuo Chen, Yexin Li, Xiangyu Kong, Junqi Wang, Bangcheng Yang, Pring Wong, Yifan Zhong, Xiaoyuan Zhang, Zhaowei Zhang, Nian Liu, Yaodong Yang, Song-Chun Zhu
2024 J jnl
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents.
CoRR
Siyuan Qi, Shuo Chen, Yexin Li, Xiangyu Kong, Junqi Wang, Bangcheng Yang, Pring Wong, Yifan Zhong, Xiaoyuan Zhang, Zhaowei Zhang, Nian Liu, Wei Wang, Yaodong Yang, Song-Chun Zhu
2024 J jnl
DWCL: Dual-Weighted Contrastive Learning for Multi-View Clustering.
CoRR
Zhihui Zhang, Xiaoshuai Hao, Hanning Yuan, Lianhua Chi, Qi Guo, Qi Li, Ziqiang Yuan, Jinhui Pang, Yexin Li, Sijie Ruan
2023 J jnl
Crowd-Sensing Enhanced Parking Patrol Using Sharing Bikes' Trajectories.
IEEE Trans. Knowl. Data Eng.
Tianfu He, Jie Bao, Yexin Li, Hui He, Yu Zheng
2022 J jnl
Analysis and experimental study on vibration response characteristics of mechanical harvesting of jujube.
Comput. Electron. Agric.
Peng Zhuo, Yexin Li, Baoshuai Wang, Haobo Jiao, Pei Wang, Chengsong Li, Qi Niu, Lihong Wang
2022 — conf
Multi-memory Enhanced Separation Network for Indoor Temperature Prediction.
DASFAA (2)
Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng
2021 J jnl
CityNet: A Multi-city Multi-modal Dataset for Smart City Applications.
CoRR
Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen
2021 J jnl
Crowd-sensing Enhanced Parking Patrol using Sharing Bikes' Trajectories.
CoRR
Tianfu He, Jie Bao, Yexin Li, Hui He, Yu Zheng
2021 — conf
POI Alias Discovery in Delivery Addresses using User Locations.
SIGSPATIAL/GIS
Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng
2021 J jnl
POI Alias Discovery in Delivery Addresses using User Locations.
CoRR
Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng
2020 A* conf
AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction.
KDD
Ting Li, Junbo Zhang, Kainan Bao, Yuxuan Liang, Yexin Li, Yu Zheng
2020 J jnl
Citywide Bike Usage Prediction in a Bike-Sharing System.
IEEE Trans. Knowl. Data Eng.
Yexin Li, Yu Zheng
2020 A conf
Cooperative Multi-Agent Reinforcement Learning in Express System.
CIKM
Yexin Li, Yu Zheng, Qiang Yang
2020 C conf
Online Multiple Object Tracking Using Single Object Tracker and Maximum Weight Clique Graph.
MMSP
Yujie Hu, Xiang Zhang, Yexin Li, Ran Tian
2019 A* conf
Efficient and Effective Express via Contextual Cooperative Reinforcement Learning.
KDD
Yexin Li, Yu Zheng, Qiang Yang
2018 A* conf
Dynamic Bike Reposition: A Spatio-Temporal Reinforcement Learning Approach.
KDD
Yexin Li, Yu Zheng, Qiang Yang
2015 — conf
Traffic prediction in a bike-sharing system.
SIGSPATIAL/GIS
Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen