Wanchun Dou

Full Professor, School of Computer Science, nanjing university

Joined

July 2019

Names

Wanchun Dou (Preferred)

Emails

****@nju.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

School of Computer Science, nanjing university (nju.edu.cn)

2007 – Present

Advisors, Relations & Conflicts

Coauthor

Xiaolong Xu

2016 – Present

Coauthor

Lianyong Qi

2016 – Present

Expertise

Big Data

2013 – Present

Edge Computing

2013 – Present

Publications

Retrieval-driven Reasoning for Deliberative Visual Classification
Jianye Xie, Lianyong Qi, Fan Wang, Anqi Wang, Wenjuan Gong, Danxin Wang, Wanchun Dou, Yang Cao, Shichao Pei, Xiaokang Zhou
- OpenReview Archive Direct Upload
- Readers: Everyone
A Fair Federated Learning Method for Handling Client Participation Probability Inconsistencies in Heterogeneous Environments
Siyuan Wu, Yongzhe Jia, Haolong Xiang, Xiaolong Xu, Xuyun Zhang, Lianyong Qi, Wanchun Dou
- NeurIPS 2025 poster
- Readers: Everyone
DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning
Xiaolong Xu, Yibo Zhou, Haolong Xiang, Xiaoyong Li, Xuyun Zhang, Lianyong Qi, Wanchun Dou
- ICML 2025 poster
- Readers: Everyone
Policy Filtration for RLHF to Mitigate Noise in Reward Models
Chuheng Zhang, Wei Shen, Li Zhao, Xuyun Zhang, Xiaolong Xu, Wanchun Dou, Jiang Bian
- ICML 2025 poster
- Readers: Everyone
MGF-ESE: An Enhanced Semantic Extractor with Multi-Granularity Feature Fusion for Code Summarization
Xiaolong Xu, Yuxin Cao, Hongsheng Hu, Haolong Xiang, Lianyong Qi, Junqun Xiong, Wanchun Dou
- WWW 2025 Poster
- Readers: Everyone
ATTENDING: Federated Learning with Personalized Attentive Pruning for Heterogeneous Clients
Yongzhe Jia, Xuyun Zhang, Cheng Chen, Lianyong Qi, Xiaolong Xu, Guanfeng Liu, Yuankai Qi, Amin Beheshti, Wanchun Dou
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Hyperbolic Variational Graph Auto-Encoder for Next POI Recommendation
Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Fan Wang, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Xiaokang Zhou, Amin Beheshti
- WWW 2025 Poster
- Readers: Everyone
Policy Filtration in RLHF to Fine-Tune LLM for Code Generation
Chuheng Zhang, Wei Shen, Li Zhao, Xuyun Zhang, Lianyong Qi, Wanchun Dou, Jiang Bian
- Submitted to ICLR 2025
- Readers: Everyone
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
Yongzhe Jia, Xuyun Zhang, Hongsheng Hu, Kim-Kwang Raymond Choo, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou
- NeurIPS 2024 oral
- Readers: Everyone
Cluster-driven Personalized Federated Recommendation with Interest-aware Graph Convolution Network for Multimedia
Xingyuan Mao, Yuwen Liu, Lianyong Qi, Li Duan, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Amin Beheshti, Xiaokang Zhou
- MM2024 Poster
- Readers: Everyone

Co-Authors

View all 32 co-authors