Wanchun Dou

31 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×7 WWW ×7 IJCAI ×5 CIKM ×3 ACM MM ×2 ICML ×2 NeurIPS ×2 SIGIR ×2 ICWS ×1

Frequent coauthors

Xiaolong Xu

×25

Xuyun Zhang

×24

Lianyong Qi

×23

Haolong Xiang

×14

Xiaokang Zhou

×10

Amin Beheshti

×9

Weiming Liu

×8

Yuwen Liu

×7

Fan Wang

×5

Yongzhe Jia

×4

Hao Tian

×3

Sheng Lu

×3

Papers

CIFAD: Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection on Dynamic Relational Graphs
WWW 2026 ·
Yu Xiao
,
Haolong Xiang
,
Xiaolong Xu
,
Lianyong Qi
,
Xuyun Zhang
,
Wei Fan
, Wanchun Dou
DIAA: A Decoding-Efficient Inference Acceleration Approach for On-Device Large Language Models
AAAI 2026 ·
Hao Tian
,
Sheng Lu
,
Fuwen Tian
,
Guangming Cui
,
Zheng Li
,
Xuyun Zhang
,
Quan Z. Sheng
, Wanchun Dou
DyLogNet: A Dynamic Multi-Relational Graph Framework for Log Anomaly Detection
WWW 2026 ·
Xudong Zhao
,
Xiaolong Xu
,
Haolong Xiang
,
Tong Gao
,
Lianyong Qi
,
Amin Beheshti
,
Xuyun Zhang
, Wanchun Dou
Fourier Kolmogorov-Arnold Network and Hypergraph Enhanced Contrastive Learning for Recommendation
SIGIR 2026 ·
Yuwen Liu
,
Lianyong Qi
,
Xucheng Zhou
,
Xingyuan Mao
,
Weiming Liu
,
Shuang Wang
,
Xiaolong Xu
,
Haolong Xiang
,
Xuyun Zhang
, Wanchun Dou
Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item Recommendation
WWW 2026 ·
Jianye Xie
,
Lianyong Qi
,
Weiming Liu
,
Anqi Wang
,
Xiaolong Xu
,
Haolong Xiang
,
Xuyun Zhang
,
Wenwen Gong
,
Yang Zhang
,
Amin Beheshti
, Wanchun Dou
PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image Classification
WWW 2026 ·
Jianye Xie
,
Chunhua Hu
,
Lianyong Qi
,
Fan Wang
,
Xiaolong Xu
,
Haolong Xiang
,
Xuyun Zhang
,
Shichao Pei
,
Amin Beheshti
, Wanchun Dou,
Xiaokang Zhou
Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems
AAAI 2026 ·
Xiaoxiao Chi
,
Xuyun Zhang
,
Yan Wang
,
Hongsheng Hu
, Wanchun Dou
Retrieval-driven Reasoning for Deliberative Visual Classification
AAAI 2026 ·
Jianye Xie
,
Lianyong Qi
,
Fan Wang
,
Anqi Wang
,
Wenjuan Gong
,
Danxin Wang
, Wanchun Dou,
Yang Cao
,
Shichao Pei
,
Xiaokang Zhou
A Cost-Aware Approach for Collaborating Large Language Models and Small Language Models
CIKM 2025 ·
Zheng Li
,
Xuyun Zhang
,
Sheng Lu
,
Hua Deng
,
Hao Tian
, Wanchun Dou
A Dynamic Inference Method for Autoregressive Transformer Models
ICWS 2025 ·
Hao Tian
,
Sheng Lu
,
Hua Deng
,
Zheng Li
, Wanchun Dou
A Fair Federated Learning Method for Handling Client Participation Probability Inconsistencies in Heterogeneous Environments
NeurIPS 2025 ·
Siyuan Wu
,
Yongzhe Jia
,
Haolong Xiang
,
Xiaolong Xu
,
Xuyun Zhang
,
Lianyong Qi
, Wanchun Dou
Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation
IJCAI 2025 ·
Haodong Li
,
Lianyong Qi
,
Weiming Liu
,
Xiaolong Xu
, Wanchun Dou,
Yang Cao
,
Xuyun Zhang
,
Amin Beheshti
,
Xiaokang Zhou
CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation
IJCAI 2025 ·
Fan Lu
,
Xiaolong Xu
,
Haolong Xiang
,
Lianyong Qi
,
Xiaokang Zhou
,
Fei Dai
, Wanchun Dou
DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning
ICML 2025 ·
Xiaolong Xu
,
Yibo Zhou
,
Haolong Xiang
,
Xiaoyong Li
,
Xuyun Zhang
,
Lianyong Qi
, Wanchun Dou
Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation
AAAI 2025 ·
Te Song
,
Lianyong Qi
,
Weiming Liu
,
Fan Wang
,
Xiaolong Xu
,
Xuyun Zhang
,
Amin Beheshti
,
Xiaokang Zhou
, Wanchun Dou
Hyperbolic Variational Graph Auto-Encoder for Next POI Recommendation
WWW 2025 ·
Yuwen Liu
,
Lianyong Qi
,
Xingyuan Mao
,
Weiming Liu
,
Fan Wang
,
Xiaolong Xu
,
Xuyun Zhang
, Wanchun Dou,
Xiaokang Zhou
,
Amin Beheshti
Joint Test-time Adaptation with Refined Pseudo-labels and Latent Score Matching
ACM MM 2025 ·
Yijie Yang
,
Lianyong Qi
,
Weiming Liu
,
Fan Wang
,
Jing Du
,
Yuwen Liu
,
Xiaolong Xu
,
Qiang Ni
, Wanchun Dou,
Xiaokang Zhou
MGF-ESE: An Enhanced Semantic Extractor with Multi-Granularity Feature Fusion for Code Summarization
WWW 2025 ·
Xiaolong Xu
,
Yuxin Cao
,
Hongsheng Hu
,
Haolong Xiang
,
Lianyong Qi
,
Junqun Xiong
, Wanchun Dou
NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification
AAAI 2025 ·
Xiaolong Xu
,
Yibo Zhou
,
Haolong Xiang
,
Xiaoyong Li
,
Xuyun Zhang
,
Lianyong Qi
, Wanchun Dou
PFedCS: A Personalized Federated Learning Method for Enhancing Collaboration among Similar Classifiers
AAAI 2025 ·
Siyuan Wu
,
Yongzhe Jia
,
Bowen Liu
,
Haolong Xiang
,
Xiaolong Xu
, Wanchun Dou
Policy Filtration for RLHF to Mitigate Noise in Reward Models
ICML 2025 ·
Chuheng Zhang
,
Wei Shen
,
Li Zhao
,
Xuyun Zhang
,
Xiaolong Xu
, Wanchun Dou,
Jiang Bian
Universal Backdoor Defense via Label Consistency in Vertical Federated Learning
IJCAI 2025 ·
Peng Chen
,
Haolong Xiang
,
Xin Du
,
Xiaolong Xu
,
Xuhao Jiang
,
Zhihui Lu
,
Jirui Yang
,
Qiang Duan
, Wanchun Dou
Attention Based Document-level Relation Extraction with None Class Ranking Loss
IJCAI 2024 ·
Xiaolong Xu
,
Chenbin Li
,
Haolong Xiang
,
Lianyong Qi
,
Xuyun Zhang
, Wanchun Dou
CHDAER: Consistent Hashing-based Data Allocation for Efficient Recommendation in Edge Environment
CIKM 2024 ·
Zhikang Feng
,
Chao Yan
,
Rong Jiang
,
Xiaolong Xu
,
Xuyun Zhang
,
Xiaokang Zhou
, Wanchun Dou,
Lianyong Qi
CMCLRec: Cross-modal Contrastive Learning for User Cold-start Sequential Recommendation
SIGIR 2024 ·
Xiaolong Xu
,
Hongsheng Dong
,
Lianyong Qi
,
Xuyun Zhang
,
Haolong Xiang
,
Xiaoyu Xia
,
Yanwei Xu
, Wanchun Dou
Cluster-driven Personalized Federated Recommendation with Interest-aware Graph Convolution Network for Multimedia
ACM MM 2024 ·
Xingyuan Mao
,
Yuwen Liu
,
Lianyong Qi
,
Li Duan
,
Xiaolong Xu
,
Xuyun Zhang
, Wanchun Dou,
Amin Beheshti
,
Xiaokang Zhou
Counterfactual User Sequence Synthesis Augmented with Continuous Time Dynamic Preference Modeling for Sequential POI Recommendation
IJCAI 2024 ·
Lianyong Qi
,
Yuwen Liu
,
Weiming Liu
,
Shichao Pei
,
Xiaolong Xu
,
Xuyun Zhang
,
Yingjie Wang
, Wanchun Dou
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
NeurIPS 2024 ·
Yongzhe Jia
,
Xuyun Zhang
,
Hongsheng Hu
,
Kim-Kwang Raymond Choo
,
Lianyong Qi
,
Xiaolong Xu
,
Amin Beheshti
, Wanchun Dou
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing
AAAI 2024 ·
Yongzhe Jia
,
Xuyun Zhang
,
Amin Beheshti
, Wanchun Dou
GLFNet: Global and Local Frequency-domain Network for Long-term Time Series Forecasting
CIKM 2024 ·
Xucheng Zhou
,
Yuwen Liu
,
Lianyong Qi
,
Xiaolong Xu
, Wanchun Dou,
Xuyun Zhang
,
Yang Zhang
,
Xiaokang Zhou
GraphSAGE-based POI Recommendation via Continuous-Time Modeling
WWW 2024 ·
Yuwen Liu
,
Lianyong Qi
,
Weiming Liu
,
Xiaolong Xu
,
Xuyun Zhang
, Wanchun Dou