Huaiyu Wan

24 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0501-9363 ↗Homepage ↗

Venues

AAAI ×6 NeurIPS ×6 ACL ×4 SIGKDD ×3 IJCAI ×2 EMNLP ×1 ICDE ×1 ICLR ×1

Frequent coauthors

Youfang Lin

×17

Shengnan Guo

×14

Yan Lin

×8

Wei Chen

×7

Xiaowei Mao

×6

Haomin Wen

×5

Shuyuan Zhao

×4

Junfeng Shen

×4

Jilin Hu

×4

Mengqi Liao

×4

Boyan Shi

×3

Zeyu Zhou

×3

Papers

FaST: Efficient and Effective Long-Horizon Forecasting for Large-Scale Spatial-Temporal Graphs via Mixture-of-Experts
SIGKDD 2026 ·
Yiji Zhao
,
Zihao Zhong
,
Ao Wang
,
Haomin Wen
,
Ming Jin
,
Yuxuan Liang
, Huaiyu Wan,
Hao Wu
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
SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning
ACL 2026 ·
Boyan Shi
,
Wei Chen
,
Shuyuan Zhao
,
Junfeng Shen
,
Shengnan Guo
,
Shaojiang Wang
, 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
Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation
AAAI 2026 ·
Xiaowei Mao
,
Huihu Ding
,
Yan Lin
,
Tingrui Wu
,
Shengnan Guo
,
Dazhuo Qiu
,
Feiling Fang
,
Jilin Hu
, 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
Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttention
ACL 2026 ·
Mengqi Liao
,
Lu Wang
,
Chaoyun Zhang
,
Bo Qiao
,
Si Qin
,
Qingwei Lin
,
Saravan Rajmohan
,
Dongmei Zhang
, Huaiyu Wan
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
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 Efficiency and Exploration in Reinforcement Learning for LLMs
EMNLP 2025 ·
Mengqi Liao
,
Xiangyu Xi
,
Ruinian Chen
,
Jia Leng
,
Yangen Hu
,
Ke Zeng
,
Shuai Liu
, Huaiyu Wan
HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
ICLR 2025 ·
Mengqi Liao
,
Wei Chen
,
Junfeng Shen
,
Shengnan Guo
, Huaiyu Wan
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
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
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation
AAAI 2025 ·
Shuyuan Zhao
,
Wei Chen
,
Boyan Shi
,
Liyong Zhou
,
Shuohao 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
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