PPaperPicks

Xiang Li

East China Normal University, School of Data Science and Engineering, Shanghai Engineering Research Center of Big Data Management, China

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

DBLP profile ↗ORCID 0000-0003-0945-145X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×8CIKM ×6EMNLP ×5SIGKDD ×5ECML-PKDD ×3SIGIR ×3AAAI ×2ICDE ×2WWW ×2ICDM ×1ICLR ×1NAACL ×1NeurIPS ×1RecSys ×1SDM ×1

Frequent coauthors

Wei Lin
×10
Jianxiang Yu
×7
Shuaiqiang Wang
×6
Yao Cheng
×6
Jiapeng Zhu
×6
Ruidong Han
×6
Ming Gao
×6
Haoxuan Li
×5
Dawei Yin
×4
Bin Yin
×4
Fei Jiang
×4
Jiaqi Tan
×4

Papers

  1. Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models
    ACL 2026 ·
    Can Xu
    ,
    Lingyong Yan
    ,
    Jiayi Wu
    ,
    Haosen Wang
    ,
    Shuaiqiang Wang
    ,
    Yuchen Li
    ,
    Jizhou Huang
    ,
    Dawei Yin
    , Xiang Li
  2. Hierarchical Denoising Entire Space Multi-Task Model for Post-Click Conversion Rate Prediction with Noisy Labels
    SIGIR 2026 ·
    Yan Lyu
    ,
    Haoxuan Li
    ,
    Tianyu Xia
    , Xiang Li,
    Xiangnan Feng
    ,
    Chunyuan Zheng
    ,
    Xiao-Hua Zhou
  3. Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving
    AAAI 2026 ·
    Yao Cheng
    ,
    Yibo Zhao
    ,
    Jiapeng Zhu
    ,
    Yao Liu
    ,
    Xing Sun
    , Xiang Li
  4. MTGenRec: An Efficient Distributed Training System for Generative Recommendation Models in Meituan
    SIGKDD 2026 ·
    Yuxiang Wang
    ,
    Chi Ma
    ,
    Xiao Yan
    ,
    Mincong Huang
    ,
    Xiaoguang Li
    ,
    Ruidong Han
    ,
    Bin Yin
    ,
    Shangyu Chen
    , Xiang Li,
    Fei Jiang
    ,
    Lei Yu
    ,
    Chuan Liu
    ,
    Wei Lin
    ,
    Haowei Han
    ,
    Xiaokai Zhou
    ,
    Bo Du
    ,
    Jiawei Jiang
  5. Optimizing Marketing Subsidies via Counterfactual Learning with Asymmetric Reward Function
    SIGIR 2026 · Xiang Li,
    Yanghao Xiao
    ,
    Chunyuan Zheng
    ,
    Qian Zou
    ,
    Cheng Bing
    ,
    Wei Lin
    ,
    Haoxuan Li
    ,
    Zhouchen Lin
  6. Text Embedding as Treatment: A Meta Causal Approach for Robust Sentiment Classification
    ACL 2026 ·
    Fengxiang Cheng
    ,
    Chuan Zhou
    , Xiang Li,
    Haoxuan Li
    ,
    Wen-li Wang
    ,
    Jinkun Chen
    ,
    Mingming Gong
    ,
    Kun Zhang
  7. User Activity Modeling under Inflated Distribution
    SIGIR 2026 · Xiang Li,
    Zhao-Yu Zhang
    ,
    Chunyuan Zheng
    ,
    Qingying Chen
    ,
    Huiyou Jiang
    ,
    Haoxuan Li
    ,
    Zhouchen Lin
  8. A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation
    CIKM 2025 ·
    Xiaoyu Liu
    ,
    Yiqing Wu
    ,
    Ruidong Han
    ,
    Fuzhen Zhuang
    , Xiang Li,
    Wei Lin
  9. Can Large Language Models Act as Ensembler for Multi-GNNs?
    EMNLP 2025 ·
    Hanqi Duan
    ,
    Yao Cheng
    ,
    Jianxiang Yu
    ,
    Yao Liu
    , Xiang Li
  10. Demystifying Small Language Models for Edge Deployment
    ACL 2025 ·
    Zhenyan Lu
    , Xiang Li,
    Dongqi Cai
    ,
    Rongjie Yi
    ,
    Fangming Liu
    ,
    Wei Liu
    ,
    Jian Luan
    ,
    Xiwen Zhang
    ,
    Nicholas D. Lane
    ,
    Mengwei Xu
  11. Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph
    ACL 2025 ·
    Yibo Zhao
    ,
    Jiapeng Zhu
    ,
    Can Xu
    ,
    Yao Liu
    , Xiang Li
  12. Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning
    ICDE 2025 ·
    Jianing Si
    ,
    Haitao Yuan
    , Xiang Li,
    Nan Jiang
    ,
    Xiao Ma
    ,
    Guoliang Li
    ,
    Shangguang Wang
  13. Hierarchical Vector Quantized Graph Autoencoder with Annealing-Based Code Selection
    WWW 2025 ·
    Long Zeng
    ,
    Jianxiang Yu
    ,
    Jiapeng Zhu
    ,
    Qingsong Zhong
    , Xiang Li
  14. Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing
    ACL 2025 ·
    Hanlun Zhu
    ,
    Yunshi Lan
    , Xiang Li,
    Weining Qian
  15. Learning Prioritized Node-Wise Message Propagation in Graph Neural Networks (Extended Abstract)
    ICDE 2025 ·
    Yao Cheng
    ,
    Minjie Chen
    ,
    Caihua Shan
    , Xiang Li
  16. Let's Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models
    ACL 2025 ·
    Kangyang Luo
    ,
    Zichen Ding
    ,
    Zhenmin Weng
    ,
    Lingfeng Qiao
    ,
    Meng Zhao
    , Xiang Li,
    Di Yin
    ,
    Jinlong Shu
  17. Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs
    AAAI 2025 ·
    Jianxiang Yu
    ,
    Yuxiang Ren
    ,
    Chenghua Gong
    ,
    Jiaqi Tan
    , Xiang Li,
    Xuecang Zhang
  18. MTGR: Industrial-Scale Generative Recommendation Framework in Meituan
    CIKM 2025 ·
    Ruidong Han
    ,
    Bin Yin
    ,
    Shangyu Chen
    ,
    He Jiang
    ,
    Fei Jiang
    , Xiang Li,
    Chi Ma
    ,
    Mincong Huang
    ,
    Xiaoguang Li
    ,
    Chunzhen Jing
    ,
    Yueming Han
    ,
    MengLei Zhou
    ,
    Lei Yu
    ,
    Chuan Liu
    ,
    Wei Lin
  19. Mitigating Spurious Correlations via Counterfactual Contrastive Learning
    EMNLP 2025 ·
    Fengxiang Cheng
    ,
    Chuan Zhou
    , Xiang Li,
    Alina Leidinger
    ,
    Haoxuan Li
    ,
    Mingming Gong
    ,
    Fenrong Liu
    ,
    Robert van Rooij
  20. Multi-level Relevance Document Identifier Learning for Generative Retrieval
    ACL 2025 ·
    Fuwei Zhang
    ,
    Xiaoyu Liu
    ,
    Xinyu Jia
    ,
    Yingfei Zhang
    ,
    Shuai Zhang
    , Xiang Li,
    Fuzhen Zhuang
    ,
    Wei Lin
    ,
    Zhao Zhang
  21. PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization
    NAACL 2025 ·
    Jiayi Wu
    ,
    Hengyi Cai
    ,
    Lingyong Yan
    ,
    Hao Sun
    , Xiang Li,
    Shuaiqiang Wang
    ,
    Dawei Yin
    ,
    Ming Gao
  22. Permitted Knowledge Boundary: Evaluating the Knowledge-Constrained Responsiveness of Large Language Models
    EMNLP 2025 ·
    Wenrui Bao
    ,
    Kai Wang
    ,
    Siqiang Luo
    , Xiang Li
  23. RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning
    SIGKDD 2025 ·
    Jiapeng Zhu
    ,
    Zichen Ding
    ,
    Jianxiang Yu
    ,
    Jiaqi Tan
    , Xiang Li,
    Weining Qian
  24. Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization
    EMNLP 2025 ·
    Jing Yu
    ,
    Yibo Zhao
    ,
    Jiapeng Zhu
    ,
    Wenming Shao
    ,
    Bo Pang
    ,
    Zhao Zhang
    , Xiang Li
  25. Towards Instance-wise Personalized Federated Learning via Semi-Implicit Bayesian Prompt Tuning
    CIKM 2025 ·
    Tiandi Ye
    ,
    Wenyan Liu
    ,
    Kai Yao
    ,
    Lichun Li
    ,
    Shangchao Su
    ,
    Cen Chen
    , Xiang Li,
    Shan Yin
    ,
    Ming Gao
  26. Variational Graph Autoencoder for Heterogeneous Information Networks with Missing and Inaccurate Attributes
    SIGKDD 2025 ·
    Yige Zhao
    ,
    Jianxiang Yu
    ,
    Yao Cheng
    ,
    Chengcheng Yu
    ,
    Yiding Liu
    , Xiang Li,
    Shuaiqiang Wang
  27. Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information
    CIKM 2024 ·
    Yurou Zhao
    ,
    Yiding Sun
    ,
    Ruidong Han
    ,
    Fei Jiang
    ,
    Lu Guan
    , Xiang Li,
    Wei Lin
    ,
    Weizhi Ma
    ,
    Jiaxin Mao
  28. Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis
    EMNLP 2024 ·
    Jianxiang Yu
    ,
    Zichen Ding
    ,
    Jiaqi Tan
    ,
    Kangyang Luo
    ,
    Zhenmin Weng
    ,
    Chenghua Gong
    ,
    Long Zeng
    ,
    Renjing Cui
    ,
    Chengcheng Han
    ,
    Qiushi Sun
    ,
    Zhiyong Wu
    ,
    Yunshi Lan
    , Xiang Li
  29. Boosting Language Models Reasoning with Chain-of-Knowledge Prompting
    ACL 2024 ·
    Jianing Wang
    ,
    Qiushi Sun
    , Xiang Li,
    Ming Gao
  30. Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai
    WWW 2024 ·
    Zhichao Feng
    ,
    Junjie Xie
    ,
    Kaiyuan Li
    ,
    Yu Qin
    ,
    Pengfei Wang
    ,
    Qianzhong Li
    ,
    Bin Yin
    , Xiang Li,
    Wei Lin
    ,
    Shangguang Wang
  31. Cross-model Control: Improving Multiple Large Language Models in One-time Training
    NeurIPS 2024 ·
    Jiayi Wu
    ,
    Hao Sun
    ,
    Hengyi Cai
    ,
    Lixin Su
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    , Xiang Li,
    Ming Gao
  32. DFDG: Data-Free Dual-Generator Adversarial Distillation for One-Shot Federated Learning
    ICDM 2024 ·
    Kangyang Luo
    ,
    Shuai Wang
    ,
    Yexuan Fu
    ,
    Renrong Shao
    , Xiang Li,
    Yunshi Lan
    ,
    Ming Gao
    ,
    Jinlong Shu
  33. Enhancing CTR Prediction through Sequential Recommendation Pre-training: Introducing the SRP4CTR framework
    CIKM 2024 ·
    Ruidong Han
    ,
    Qianzhong Li
    ,
    He Jiang
    ,
    Rui Li
    ,
    Yurou Zhao
    , Xiang Li,
    Wei Lin
  34. GraphCBAL: Class-Balanced Active Learning for Graph Neural Networks via Reinforcement Learning
    CIKM 2024 ·
    Chengcheng Yu
    ,
    Jiapeng Zhu
    , Xiang Li
  35. HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness
    ECML-PKDD 2024 ·
    Zeyuan Zhao
    ,
    Qingqing Ge
    ,
    Anfeng Cheng
    ,
    Yiding Liu
    , Xiang Li,
    Shuaiqiang Wang
  36. LARR: Large Language Model Aided Real-time Scene Recommendation with Semantic Understanding
    RecSys 2024 ·
    Zhizhong Wan
    ,
    Bin Yin
    ,
    Junjie Xie
    ,
    Fei Jiang
    , Xiang Li,
    Wei Lin
  37. PSP: Pre-training and Structure Prompt Tuning for Graph Neural Networks
    ECML-PKDD 2024 ·
    Qingqing Ge
    ,
    Zeyuan Zhao
    ,
    Yiding Liu
    ,
    Anfeng Cheng
    , Xiang Li,
    Shuaiqiang Wang
    ,
    Dawei Yin
  38. Resurrecting Label Propagation for Graphs with Heterophily and Label Noise
    SIGKDD 2024 ·
    Yao Cheng
    ,
    Caihua Shan
    ,
    Yifei Shen
    , Xiang Li,
    Siqiang Luo
    ,
    Dongsheng Li
  39. Self-pro: A Self-prompt and Tuning Framework for Graph Neural Networks
    ECML-PKDD 2024 ·
    Chenghua Gong
    , Xiang Li,
    Jianxiang Yu
    ,
    Yao Cheng
    ,
    Jiaqi Tan
    ,
    Chengcheng Yu
  40. Training-free Multi-objective Diffusion Model for 3D Molecule Generation
    ICLR 2024 ·
    Xu Han
    ,
    Caihua Shan
    ,
    Yifei Shen
    ,
    Can Xu
    ,
    Han Yang
    , Xiang Li,
    Dongsheng Li
  41. UPFL: Unsupervised Personalized Federated Learning towards New Clients
    SDM 2024 ·
    Tiandi Ye
    ,
    Cen Chen
    ,
    Yinggui Wang
    , Xiang Li,
    Ming Gao
  42. Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation
    SIGKDD 2024 ·
    Yuting Zhang
    ,
    Yiqing Wu
    ,
    Ruidong Han
    ,
    Ying Sun
    ,
    Yongchun Zhu
    , Xiang Li,
    Wei Lin
    ,
    Fuzhen Zhuang
    ,
    Zhulin An
    ,
    Yongjun Xu