Youfang Lin

35 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×8 NeurIPS ×8 IJCAI ×4 ACM MM ×3 SIGKDD ×3 ACL ×2 ICCV ×2 AAMAS ×1 FSE ×1 ICDE ×1 ICML ×1 OOPSLA ×1

Frequent coauthors

Huaiyu Wan

×17

Shengnan Guo

×11

Kai Lv

×9

Yan Lin

×7

Sheng Han

×7

Shuo Wang

×6

Xiaowei Mao

×5

Jing Wang

×5

Wei Chen

×4

Haomin Wen

×4

Hao Wu

×3

Shoucheng Song

×3

Papers

Boosting LLMs for Mutation Generation
FSE 2026 ·
Bo Wang
,
Ming Deng
,
Mingda Chen
,
Chengran Yang
, Youfang Lin,
Mark Harman
,
Mike Papadakis
,
Jie M. Zhang
RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting
SIGKDD 2026 ·
Haochen Lv
,
Yan Lin
,
Shengnan Guo
,
Xiaowei Mao
,
Hong Nie
,
Letian Gong
, Youfang Lin,
Huaiyu Wan
STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation
ACL 2026 ·
Shuyuan Zhao
,
Wei Chen
,
Weijie Zhang
,
Xinrui Hou
,
Junfeng Shen
,
Boyan Shi
,
Shengnan Guo
, Youfang Lin,
Huaiyu Wan
Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution
AAAI 2026 ·
Hao Wu
,
Shoucheng Song
,
Chang Yao
,
Sheng Han
,
Huaiyu Wan
, Youfang Lin,
Kai Lv
A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning
ACL 2025 ·
Zhiyu Zhang
,
Wei Chen
, Youfang Lin,
Huaiyu Wan
Balancing Imbalance: Data-Scarce Urban Flow Prediction via Spatio-Temporal Balanced Transfer Learning
IJCAI 2025 ·
Xinyan Hao
,
Huaiyu Wan
,
Shengnan Guo
, Youfang Lin
CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness
AAAI 2025 ·
Shoucheng Song
, Youfang Lin,
Sheng Han
,
Chang Yao
,
Hao Wu
,
Shuo Wang
,
Kai Lv
CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework
AAAI 2025 ·
Wei Chen
,
Yuting Wu
,
Shuhan Wu
,
Zhiyu Zhang
,
Mengqi Liao
, Youfang Lin,
Huaiyu Wan
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation
AAAI 2025 ·
Xiaowei Mao
,
Yan Lin
,
Shengnan Guo
,
Yubin Chen
,
Xingyu Xian
,
Haomin Wen
,
Qisen Xu
, Youfang Lin,
Huaiyu Wan
Enhancing Offline Safe Reinforcement Learning with Trajectory-Constrained Diffusion Planning
AAMAS 2025 ·
Hengrui Zhang
, Youfang Lin,
Shuo Shen
,
Hanfeng Lin
,
Peng Cheng
,
Sheng Han
,
Kai Lv
Epipolar Consistency-based Network for Structure-Aware LF Semantic Segmentation
ACM MM 2025 ·
Chen Gao
, Youfang Lin,
Wenbin Wang
,
Shuo Zhang
Epipolar Consistent Attention Aggregation Network for Unsupervised Light Field Disparity Estimation
ICCV 2025 ·
Chen Gao
,
Shuo Zhang
, Youfang Lin
Exploring View Consistency for Scene-Adaptive Low-Light Light Field Image Enhancement
ICCV 2025 ·
Shuo Zhang
,
Chen Gao
, Youfang Lin
From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination
IJCAI 2025 ·
Chang Yao
, Youfang Lin,
Shoucheng Song
,
Hao Wu
,
Yuqing Ma
,
Sheng Han
,
Kai Lv
From Indicators to Insights: Diversity-Optimized for Medical Series-Text Decoding via LLMs
NeurIPS 2025 ·
Xiyuan Jin
,
Jing Wang
,
Ziwei Lin
,
Qianru Jia
,
Yuqing Huang
,
Xiaojun Ning
,
Zhonghua Shi
, Youfang Lin
From Pixels to Temporal Correlations: Learning Informative Representations for Reinforcement Learning Pre-training
ACM MM 2025 ·
Jinwen Wang
, Youfang Lin,
Xiaobo Hu
,
Siyu Yang
,
Sheng Han
,
Shuo Wang
,
Kai Lv
Fuzzing C++ Compilers via Type-Driven Mutation
OOPSLA 2025 ·
Bo Wang
,
Chong Chen
,
Ming Deng
,
Junjie Chen
,
Xing Zhang
, Youfang Lin,
Dan Hao
,
Jun Sun
Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification
AAAI 2025 ·
Kai Lv
,
Yunlong Li
,
Zhuo Chen
,
Shuo Wang
,
Sheng Han
, Youfang Lin
Loss or Gain: Hierarchical Conditional Information Bottleneck Approach for Incomplete Time Series Classification
SIGKDD 2025 ·
Shuo Zhang
,
Jing Wang
,
Shiqin Nie
,
Jinghang Yue
,
Weikang Zhu
, Youfang Lin
MoCERNet: A Modality-Complete Modeling Framework for Emotion Recognition in Physiological Signals under Imperfect Modal Matching
ACM MM 2025 ·
Tianzuo Xin
,
Jing Wang
,
Xiyuan Jin
,
Xiaojun Ning
,
Zhiyang Feng
, Youfang Lin
Optimal Information Retention for Time-Series Explanations
ICML 2025 ·
Jinghang Yue
,
Jing Wang
,
Lu Zhang
,
Shuo Zhang
,
Da Li
,
Zhaoyang Ma
, Youfang Lin
PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
NeurIPS 2025 ·
Tonglong Wei
,
Yan Lin
, Youfang Lin,
Shengnan Guo
,
Jilin Hu
,
Haitao Yuan
,
Gao Cong
,
Huaiyu Wan
REFED: A Subject Real-time Dynamic Labeled EEG-fNIRS Synchronized Recorded Emotion Dataset
NeurIPS 2025 ·
Xiaojun Ning
,
Jing Wang
,
Zhiyang Feng
,
Tianzuo Xin
,
Shuo Zhang
,
Shaoqi Zhang
,
Zheng Lian
,
Yi Ding
, Youfang Lin,
Ziyu Jia
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
AAAI 2025 ·
Yiheng Huang
,
Xiaowei Mao
,
Shengnan Guo
,
Yubin Chen
,
Junfeng Shen
,
Tiankuo Li
, Youfang Lin,
Huaiyu Wan
TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories
IJCAI 2025 ·
Zeyu Zhou
,
Yan Lin
,
Haomin Wen
,
Shengnan Guo
,
Jilin Hu
, Youfang Lin,
Huaiyu Wan
TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
NeurIPS 2025 ·
Yichen Liu
,
Yan Lin
,
Shengnan Guo
,
Zeyu Zhou
, Youfang Lin,
Huaiyu Wan
TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
NeurIPS 2025 ·
Tonglong Wei
,
Yan Lin
,
Zeyu Zhou
,
Haomin Wen
,
Jilin Hu
,
Shengnan Guo
, Youfang Lin,
Gao Cong
,
Huaiyu Wan
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
NeurIPS 2024 ·
Hanyang Chen
,
Yang Jiang
,
Shengnan Guo
,
Xiaowei Mao
, Youfang Lin,
Huaiyu Wan
Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation
AAAI 2024 ·
Hengrui Zhang
, Youfang Lin,
Shuo Shen
,
Sheng Han
,
Kai Lv
How to Learn Domain-Invariant Representations for Visual Reinforcement Learning: An Information-Theoretical Perspective
IJCAI 2024 ·
Shuo Wang
,
Zhihao Wu
,
Jinwen Wang
,
Xiaobo Hu
, Youfang Lin,
Kai Lv
LaDe: The First Comprehensive Last-mile Express Dataset from Industry
SIGKDD 2024 ·
Lixia Wu
,
Haomin Wen
,
Haoyuan Hu
,
Xiaowei Mao
,
Yutong Xia
,
Ergang Shan
,
Jianbin Zheng
,
Junhong Lou
,
Yuxuan Liang
,
Liuqing Yang
,
Roger Zimmermann
, Youfang Lin,
Huaiyu Wan
Local-Global History-Aware Contrastive Learning for Temporal Knowledge Graph Reasoning
ICDE 2024 ·
Wei Chen
,
Huaiyu Wan
,
Yuting Wu
,
Shuyuan Zhao
,
Jiayaqi Cheng
,
Yuxin Li
, Youfang Lin
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
NeurIPS 2024 ·
Letian Gong
,
Yan Lin
,
Xinyue Zhang
,
Yiwen Lu
,
Xuedi Han
,
Yichen Liu
,
Shengnan Guo
, Youfang Lin,
Huaiyu Wan
PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting
NeurIPS 2024 ·
Yuxin Jia
, Youfang Lin,
Jing Yu
,
Shuo Wang
,
Tianhao Liu
,
Huaiyu Wan
What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction
AAAI 2024 ·
Shuo Wang
,
Zhihao Wu
,
Xiaobo Hu
,
Jinwen Wang
, Youfang Lin,
Kai Lv