Xiaolin Zheng

29 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×10 WWW ×4 ICML ×3 SIGIR ×3 SIGKDD ×3 NeurIPS ×2 CVPR ×1 ICLR ×1 IJCAI ×1 WSDM ×1

Frequent coauthors

Chaochao Chen

×24

Weiming Liu

×16

Xinting Liao

×12

Pengyang Zhou

×8

Jianwei Yin

×8

Jiahe Xu

×6

Fan Wang

×6

Mengying Zhu

×5

Yuyuan Li

×5

Jun Wang

×5

Wu Wen

×4

Xiaohua Feng

×4

Papers

DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning
AAAI 2026 ·
Lifan Jiang
,
Mengying Zhu
,
Yangyang Wu
,
Xuan Liu
, Xiaolin Zheng,
Shenglin Ben
FeedGuard: Online Critic-Guided Reinforcement Learning with Privacy-Preserving Feedback for Recommendation
WWW 2026 ·
Mengying Zhu
,
Feiyue Chen
,
Lifan Jiang
,
Mengyuan Yang
,
Yangyang Wu
,
Guanjie Cheng
, Xiaolin Zheng
LLM-enhanced Federated Graph Learning with Geometry-aware Graph Projection and Shared Subspace Aggregation
WWW 2026 ·
Pengyang Zhou
,
Zhihao Huang
,
Jiahe Xu
,
Wu Wen
, Xiaolin Zheng,
Chaochao Chen
,
Jianwei Yin
Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm
AAAI 2026 ·
Jiajie Su
,
Zihan Nan
,
Yunshan Ma
,
Xiaobo Xia
,
Xiaohua Feng
,
Weiming Liu
,
Xiang Chen
, Xiaolin Zheng,
Chaochao Chen
TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains
AAAI 2026 ·
Yidan Sun
,
Mengying Zhu
,
Feiyue Chen
,
Yangyang Wu
,
Xiaolei Dan
,
Mengyuan Yang
, Xiaolin Zheng,
Shenglin Ben
Controllable Unlearning for Image-to-Image Generative Models via ϵ-Constrained Optimization
ICLR 2025 ·
Xiaohua Feng
,
Yuyuan Li
,
Chaochao Chen
,
Li Zhang
,
Longfei Li
,
Jun Zhou
, Xiaolin Zheng
DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation
AAAI 2025 ·
Fan Wang
,
Chaochao Chen
,
Weiming Liu
,
Minye Lei
,
Jintao Chen
,
Yuwen Liu
, Xiaolin Zheng,
Jianwei Yin
Efficient Source-free Unlearning via Energy-Guided Data Synthesis and Discrimination-Aware Multitask Optimization
ICML 2025 ·
Xiuyuan Wang
,
Chaochao Chen
,
Weiming Liu
,
Xinting Liao
,
Fan Wang
, Xiaolin Zheng
FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
ICML 2025 ·
Xinting Liao
,
Weiming Liu
,
Jiaming Qian
,
Pengyang Zhou
,
Jiahe Xu
,
Wenjie Wang
,
Chaochao Chen
, Xiaolin Zheng,
Tat-Seng Chua
FedGF: Enhancing Structural Knowledge via Graph Factorization for Federated Graph Learning
WSDM 2025 ·
Pengyang Zhou
,
Chaochao Chen
,
Weiming Liu
,
Xinting Liao
,
Fengyuan Yu
,
Zhihui Fu
,
Xingyu Lou
,
Wu Wen
, Xiaolin Zheng,
Jun Wang
FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation
AAAI 2025 ·
Pengyang Zhou
,
Chaochao Chen
,
Weiming Liu
,
Xinting Liao
,
Wenkai Shen
,
Jiahe Xu
,
Zhihui Fu
,
Jun Wang
,
Wu Wen
, Xiaolin Zheng
Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation
SIGIR 2025 ·
Pengyang Zhou
,
Chaochao Chen
,
Weiming Liu
,
Wenkai Shen
,
Xinting Liao
,
Huarong Deng
,
Zhihui Fu
,
Jun Wang
,
Wu Wen
, Xiaolin Zheng
Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation
WWW 2025 ·
Weiming Liu
,
Chaochao Chen
,
Jiahe Xu
,
Xinting Liao
,
Fan Wang
, Xiaolin Zheng,
Zhihui Fu
,
Ruiguang Pei
,
Jun Wang
LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning
AAAI 2025 ·
Li Zhang
,
Chaochao Chen
,
Zhongxuan Han
,
Qiyong Zhong
, Xiaolin Zheng
Modality-Aware Diffusion Augmentation with Consistent Subspace Disentanglement for Session-based Recommendation
SIGKDD 2025 ·
Jiajie Su
,
Chaochao Chen
,
Weiming Liu
,
Yuhang Wang
,
Yihao Wang
,
Zheqi Lv
, Xiaolin Zheng,
Jianwei Yin
Plug and Play: Enabling Pluggable Attribute Unlearning in Recommender Systems
WWW 2025 ·
Xiaohua Feng
,
Yuyuan Li
,
Fengyuan Yu
,
Li Zhang
,
Chaochao Chen
, Xiaolin Zheng
Tackling Federated Long-Tailed Learning via Synthetic Feature-Based Decoupled Training
SIGKDD 2025 ·
Huabin Zhu
,
Chaochao Chen
,
Xinting Liao
,
Pengyang Zhou
, Xiaolin Zheng
UMU-Bench: Closing the Modality Gap in Multimodal Unlearning Evaluation
NeurIPS 2025 ·
Chengye Wang
,
Yuyuan Li
,
Xiaohua Feng
,
Chaochao Chen
, Xiaolin Zheng,
Jianwei Yin
CE-RCFR: Robust Counterfactual Regression for Consensus-Enabled Treatment Effect Estimation
SIGKDD 2024 ·
Fan Wang
,
Chaochao Chen
,
Weiming Liu
,
Tianhao Fan
,
Xinting Liao
,
Yanchao Tan
,
Lianyong Qi
, Xiaolin Zheng
ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction
AAAI 2024 ·
Mengpu Liu
,
Mengying Zhu
,
Xiuyuan Wang
,
Guofang Ma
,
Jianwei Yin
, Xiaolin Zheng
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
NeurIPS 2024 ·
Xinting Liao
,
Weiming Liu
,
Pengyang Zhou
,
Fengyuan Yu
,
Jiahe Xu
,
Jun Wang
,
Wenjie Wang
,
Chaochao Chen
, Xiaolin Zheng
Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward
AAAI 2024 ·
Mengyuan Yang
,
Mengying Zhu
,
Yan Wang
,
Linxun Chen
,
Yilei Zhao
,
Xiuyuan Wang
,
Bing Han
, Xiaolin Zheng,
Jianwei Yin
Hypergraph Convolutional Network for User-Oriented Fairness in Recommender Systems
SIGIR 2024 ·
Zhongxuan Han
,
Chaochao Chen
, Xiaolin Zheng,
Li Zhang
,
Yuyuan Li
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems
AAAI 2024 ·
Zhongxuan Han
,
Chaochao Chen
, Xiaolin Zheng,
Meng Li
,
Weiming Liu
,
Binhui Yao
,
Yuyuan Li
,
Jianwei Yin
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation
AAAI 2024 ·
Weiming Liu
,
Chaochao Chen
,
Xinting Liao
,
Mengling Hu
,
Yanchao Tan
,
Fan Wang
, Xiaolin Zheng,
Yew Soon Ong
Protecting Split Learning by Potential Energy Loss
IJCAI 2024 ·
Fei Zheng
,
Chaochao Chen
,
Lingjuan Lyu
,
Xinyi Fu
,
Xing Fu
,
Weiqiang Wang
, Xiaolin Zheng,
Jianwei Yin
Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation
ICML 2024 ·
Weiming Liu
, Xiaolin Zheng,
Chaochao Chen
,
Jiahe Xu
,
Xinting Liao
,
Fan Wang
,
Yanchao Tan
,
Yew-Soon Ong
Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data
CVPR 2024 ·
Xinting Liao
,
Weiming Liu
,
Chaochao Chen
,
Pengyang Zhou
,
Fengyuan Yu
,
Huabin Zhu
,
Binhui Yao
,
Tao Wang
, Xiaolin Zheng,
Yanchao Tan
Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport
SIGIR 2024 ·
Jiajie Su
,
Chaochao Chen
,
Weiming Liu
,
Zibin Lin
,
Shuheng Shen
,
Weiqiang Wang
, Xiaolin Zheng