PPaperPicks

Suhang Wang

53 papers at tracked venues · 35 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3448-4878 ↗Homepage ↗

Venues

ACL ×10SIGKDD ×8NeurIPS ×4WSDM ×4WWW ×4CIKM ×3EACL ×3EMNLP ×3ICLR ×3AAAI ×2ICML ×2NAACL ×2ECCV ×1ICDE ×1ICDM ×1SDM ×1VLDB ×1

Frequent coauthors

Xianfeng Tang
×16
Minhua Lin
×11
Xiang Zhang
×11
Fali Wang
×11
Qi He
×11
Zongyu Wu
×10
Zhiwei Zhang
×10
Hui Liu
×8
Tianxiang Zhao
×8
Xianren Zhang
×6
Zhenwei Dai
×6
Jiahao Zhang
×6

Papers

  1. A Functionality-Grounded Benchmark for Evaluating Web Agents in E-commerce Domains
    ACL 2026 ·
    Xianren Zhang
    ,
    Shreyas Prasad
    ,
    Di Wang
    ,
    Qiuhai Zeng
    , Suhang Wang,
    Wenbo Yan
    ,
    Mat Hans
  2. A Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning
    ACL 2026 ·
    Yingqian Cui
    ,
    Zhenwei Dai
    ,
    Pengfei He
    ,
    Bing He
    ,
    Hui Liu
    ,
    Zhan Shi
    ,
    Xianfeng Tang
    ,
    Jingying Zeng
    , Suhang Wang,
    Yue Xing
    ,
    Jiliang Tang
    ,
    Benoit Dumoulin
  3. Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
    EACL 2026 ·
    Minhua Lin
    ,
    Zhengzhang Chen
    ,
    Yanchi Liu
    ,
    Xujiang Zhao
    ,
    Zongyu Wu
    ,
    Junxiang Wang
    ,
    Xiang Zhang
    , Suhang Wang,
    Haifeng Chen
  4. Do Multimodal RAG Systems Leak Data? A Comprehensive Evaluation of Membership Inference and Image Caption Retrieval Attacks
    ACL 2026 ·
    Ali Al-Lawati
    , Suhang Wang
  5. Exposing Privacy Risks in Graph Retrieval-Augmented Generation
    ACL 2026 ·
    Jiale Liu
    ,
    Jiahao Zhang
    , Suhang Wang
  6. GPR: Empowering Generation with Graph-Pretrained Retriever
    WWW 2026 ·
    Xiaochen Wang
    ,
    Zongyu Wu
    ,
    Yuan Zhong
    ,
    Xiang Zhang
    , Suhang Wang,
    Fenglong Ma
  7. Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations
    ACL 2026 ·
    Haitong Luo
    ,
    Fali Wang
    ,
    Weiyao Zhang
    ,
    Xianren Zhang
    ,
    Zhiwei Zhang
    ,
    Tianxiang Zhao
    ,
    Minhua Lin
    ,
    Jiahao Zhang
    ,
    Hui Liu
    ,
    Xianfeng Tang
    ,
    Qi He
    , Suhang Wang,
    Xuying Meng
    ,
    Yujun Zhang
  8. Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models
    EACL 2026 ·
    Zongyu Wu
    ,
    Minhua Lin
    ,
    Zhiwei Zhang
    ,
    Fali Wang
    ,
    Xianren Zhang
    ,
    Xiang Zhang
    , Suhang Wang
  9. Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems
    ACL 2026 ·
    Shuhua Yang
    ,
    Jiahao Zhang
    ,
    Yilong Wang
    ,
    Dongwon Lee
    , Suhang Wang
  10. SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis
    AAAI 2026 ·
    Haitong Luo
    ,
    Weiyao Zhang
    , Suhang Wang,
    Wenji Zou
    ,
    Chungang Lin
    ,
    Xuying Meng
    ,
    Yujun Zhang
  11. ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers
    EACL 2026 ·
    Saptarshi Sengupta
    ,
    Zhengyu Zhou
    ,
    Jun Araki
    ,
    Xingbo Wang
    ,
    Bingqing Wang
    , Suhang Wang,
    Zhe Feng
  12. Unlearning Inversion Attacks for Graph Neural Networks
    WSDM 2026 ·
    Jiahao Zhang
    ,
    Yilong Wang
    ,
    Zhiwei Zhang
    ,
    Xiaorui Liu
    , Suhang Wang
  13. A General Framework to Enhance Fine-tuning-based LLM Unlearning
    ACL 2025 ·
    Jie Ren
    ,
    Zhenwei Dai
    ,
    Xianfeng Tang
    ,
    Hui Liu
    ,
    Jingying Zeng
    ,
    Zhen Li
    ,
    Rahul Goutam
    , Suhang Wang,
    Yue Xing
    ,
    Qi He
    ,
    Hui Liu
  14. A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness
    SIGKDD 2025 ·
    Fali Wang
    ,
    Minhua Lin
    ,
    Yao Ma
    ,
    Hui Liu
    ,
    Qi He
    ,
    Xianfeng Tang
    ,
    Jiliang Tang
    ,
    Jian Pei
    , Suhang Wang
  15. AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks
    NeurIPS 2025 ·
    Fali Wang
    ,
    Hui Liu
    ,
    Zhenwei Dai
    ,
    Jingying Zeng
    ,
    Zhiwei Zhang
    ,
    Zongyu Wu
    ,
    Chen Luo
    ,
    Zhen Li
    ,
    Xianfeng Tang
    ,
    Qi He
    , Suhang Wang
  16. Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks
    SIGKDD 2025 ·
    Minhua Lin
    ,
    Zhiwei Zhang
    ,
    Enyan Dai
    ,
    Zongyu Wu
    ,
    Yilong Wang
    ,
    Xiang Zhang
    , Suhang Wang
  17. Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on Graphs
    WSDM 2025 ·
    Yilong Wang
    ,
    Tianxiang Zhao
    ,
    Zongyu Wu
    , Suhang Wang
  18. Catastrophic Failure of LLM Unlearning via Quantization
    ICLR 2025 ·
    Zhiwei Zhang
    ,
    Fali Wang
    ,
    Xiaomin Li
    ,
    Zongyu Wu
    ,
    Xianfeng Tang
    ,
    Hui Liu
    ,
    Qi He
    ,
    Wenpeng Yin
    , Suhang Wang
  19. Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking
    NeurIPS 2025 ·
    Liangliang Zhang
    ,
    Zhuorui Jiang
    ,
    Hongliang Chi
    ,
    Haoyang Chen
    ,
    Mohammed Elkoumy
    ,
    Fali Wang
    ,
    Qiong Wu
    ,
    Zhengyi Zhou
    ,
    Shirui Pan
    , Suhang Wang,
    Yao Ma
  20. Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions?
    ACL 2025 ·
    Xianren Zhang
    ,
    Xianfeng Tang
    ,
    Hui Liu
    ,
    Zongyu Wu
    ,
    Qi He
    ,
    Dongwon Lee
    , Suhang Wang
  21. DualEqui: A Dual-Space Hierarchical Equivariant Network for Large Biomolecules
    NeurIPS 2025 ·
    Junjie Xu
    ,
    Jiahao Zhang
    ,
    Mangal Prakash
    ,
    Xiang Zhang
    , Suhang Wang
  22. Fairness-aware Prompt Tuning for Graph Neural Networks
    WWW 2025 ·
    Zhengpin Li
    ,
    Minhua Lin
    ,
    Jian Wang
    , Suhang Wang
  23. GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs
    EMNLP 2025 ·
    Ali Al-Lawati
    ,
    Jason Lucas
    ,
    Zhiwei Zhang
    ,
    Prasenjit Mitra
    , Suhang Wang
  24. Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
    NeurIPS 2025 ·
    Jie Ren
    ,
    Zhenwei Dai
    ,
    Xianfeng Tang
    ,
    Yue Xing
    ,
    Shenglai Zeng
    ,
    Jingying Zeng
    ,
    Qiankun Peng
    ,
    Samarth Varshney
    , Suhang Wang,
    Qi He
    ,
    Charu Aggarwal
    ,
    Hui Liu
  25. Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data
    NAACL 2025 ·
    Juanhui Li
    ,
    Sreyashi Nag
    ,
    Hui Liu
    ,
    Xianfeng Tang
    ,
    Sheikh Muhammad Sarwar
    ,
    Limeng Cui
    ,
    Hansu Gu
    , Suhang Wang,
    Qi He
    ,
    Jiliang Tang
  26. PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep IP Protection
    SIGKDD 2025 ·
    Enyan Dai
    ,
    Minhua Lin
    , Suhang Wang
  27. Robustness Inspired Graph Backdoor Defense
    ICLR 2025 ·
    Zhiwei Zhang
    ,
    Minhua Lin
    ,
    Junjie Xu
    ,
    Zongyu Wu
    ,
    Enyan Dai
    , Suhang Wang
  28. SUA: Stealthy Multimodal Large Language Model Unlearning Attack
    EMNLP 2025 ·
    Xianren Zhang
    ,
    Hui Liu
    ,
    Delvin Ce Zhang
    ,
    Xianfeng Tang
    ,
    Qi He
    ,
    Dongwon Lee
    , Suhang Wang
  29. Stealing Training Graphs from Graph Neural Networks
    SIGKDD 2025 ·
    Minhua Lin
    ,
    Enyan Dai
    ,
    Junjie Xu
    ,
    Jinyuan Jia
    ,
    Xiang Zhang
    , Suhang Wang
  30. Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
    ACL 2025 ·
    Yingqian Cui
    ,
    Pengfei He
    ,
    Jingying Zeng
    ,
    Hui Liu
    ,
    Xianfeng Tang
    ,
    Zhenwei Dai
    ,
    Yan Han
    ,
    Chen Luo
    ,
    Jing Huang
    ,
    Zhen Li
    , Suhang Wang,
    Yue Xing
    ,
    Jiliang Tang
    ,
    Qi He
  31. The 2nd Workshop on Large Language Models for E-Commerce
    SIGKDD 2025 ·
    Haoyu Han
    ,
    Fali Wang
    ,
    Chen Luo
    ,
    Hui Liu
    ,
    Jing Huang
    ,
    Zhen Li
    ,
    Zhenwei Dai
    ,
    Qi He
    ,
    Yiwei Sun
    ,
    Dawei Yin
    , Suhang Wang,
    Jiliang Tang
    ,
    Jian Pei
    ,
    Xianfeng Tang
  32. Towards Reliable GNNs: Adversarial Calibration Learning for Confidence Estimation
    CIKM 2025 ·
    Yilong Wang
    ,
    Jiahao Zhang
    ,
    Tianxiang Zhao
    , Suhang Wang
  33. xTime: Extreme Event Prediction with Hierarchical Knowledge Distillation and Expert Fusion
    ICDM 2025 ·
    Quan Li
    ,
    Wenchao Yu
    , Suhang Wang,
    Minhua Lin
    ,
    Lingwei Chen
    ,
    Wei Cheng
    ,
    Haifeng Chen
  34. Active Learning for Graphs with Noisy Structures
    SDM 2024 ·
    Hongliang Chi
    ,
    Cong Qi
    , Suhang Wang,
    Yao Ma
  35. Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark
    SIGKDD 2024 ·
    Xiaowei Qian
    ,
    Zhimeng Guo
    ,
    Jialiang Li
    ,
    Haitao Mao
    ,
    Bingheng Li
    , Suhang Wang,
    Yao Ma
  36. Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector
    ECCV 2024 ·
    Xianren Zhang
    ,
    Dongwon Lee
    , Suhang Wang
  37. Disambiguated Node Classification with Graph Neural Networks
    WWW 2024 ·
    Tianxiang Zhao
    ,
    Xiang Zhang
    , Suhang Wang
  38. Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels
    WSDM 2024 ·
    Fali Wang
    ,
    Tianxiang Zhao
    , Suhang Wang
  39. Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
    ICML 2024 ·
    Teng Xiao
    ,
    Huaisheng Zhu
    ,
    Zhiwei Zhang
    ,
    Zhimeng Guo
    ,
    Charu C. Aggarwal
    , Suhang Wang,
    Vasant G. Honavar
  40. Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
    ACL 2024 ·
    Bowen Jin
    ,
    Chulin Xie
    ,
    Jiawei Zhang
    ,
    Kashob Kumar Roy
    ,
    Yu Zhang
    ,
    Zheng Li
    ,
    Ruirui Li
    ,
    Xianfeng Tang
    , Suhang Wang,
    Yu Meng
    ,
    Jiawei Han
  41. HC-GST: Heterophily-aware Distribution Consistency based Graph Self-training
    CIKM 2024 ·
    Fali Wang
    ,
    Tianxiang Zhao
    ,
    Junjie Xu
    , Suhang Wang
  42. Hierarchical Query Classification in E-commerce Search
    WWW 2024 ·
    Bing He
    ,
    Sreyashi Nag
    ,
    Limeng Cui
    , Suhang Wang,
    Zheng Li
    ,
    Rahul Goutam
    ,
    Zhen Li
    ,
    Haiyang Zhang
  43. InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
    EMNLP 2024 ·
    Fali Wang
    ,
    Runxue Bao
    , Suhang Wang,
    Wenchao Yu
    ,
    Yanchi Liu
    ,
    Wei Cheng
    ,
    Haifeng Chen
  44. InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
    VLDB 2024 ·
    Fali Wang
    ,
    Runxue Bao
    , Suhang Wang,
    Wenchao Yu
    ,
    Yanchi Liu
    ,
    Wei Cheng
    ,
    Haifeng Chen
  45. Interpretable Imitation Learning with Dynamic Causal Relations
    WSDM 2024 ·
    Tianxiang Zhao
    ,
    Wenchao Yu
    , Suhang Wang,
    Lu Wang
    ,
    Xiang Zhang
    ,
    Yuncong Chen
    ,
    Yanchi Liu
    ,
    Wei Cheng
    ,
    Haifeng Chen
  46. Language Models as Semantic Indexers
    ICML 2024 ·
    Bowen Jin
    ,
    Hansi Zeng
    ,
    Guoyin Wang
    ,
    Xiusi Chen
    ,
    Tianxin Wei
    ,
    Ruirui Li
    ,
    Zhengyang Wang
    ,
    Zheng Li
    ,
    Yang Li
    ,
    Hanqing Lu
    , Suhang Wang,
    Jiawei Han
    ,
    Xianfeng Tang
  47. LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data
    ICDE 2024 ·
    Haoyu Wang
    ,
    Ruirui Li
    ,
    Zhengyang Wang
    ,
    Xianfeng Tang
    ,
    Danqing Zhang
    ,
    Monica Xiao Cheng
    ,
    Bing Yin
    ,
    Jasha Droppo
    , Suhang Wang,
    Jing Gao
  48. Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling
    SIGKDD 2024 ·
    Tianxiang Zhao
    ,
    Dongsheng Luo
    ,
    Xiang Zhang
    , Suhang Wang
  49. Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective
    SIGKDD 2024 ·
    Zhiwei Zhang
    ,
    Minhua Lin
    ,
    Enyan Dai
    , Suhang Wang
  50. Shape-aware Graph Spectral Learning
    CIKM 2024 ·
    Junjie Xu
    ,
    Enyan Dai
    ,
    Dongsheng Luo
    ,
    Xiang Zhang
    , Suhang Wang
  51. Spectral-Based Graph Neural Networks for Complementary Item Recommendation
    AAAI 2024 ·
    Haitong Luo
    ,
    Xuying Meng
    , Suhang Wang,
    Hanyun Cao
    ,
    Weiyao Zhang
    ,
    Yequan Wang
    ,
    Yujun Zhang
  52. Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
    ICLR 2024 ·
    Tianxin Wei
    ,
    Bowen Jin
    ,
    Ruirui Li
    ,
    Hansi Zeng
    ,
    Zhengyang Wang
    ,
    Jianhui Sun
    ,
    Qingyu Yin
    ,
    Hanqing Lu
    , Suhang Wang,
    Jingrui He
    ,
    Xianfeng Tang
  53. Universal Prompt Optimizer for Safe Text-to-Image Generation
    NAACL 2024 ·
    Zongyu Wu
    ,
    Hongcheng Gao
    ,
    Yueze Wang
    ,
    Xiang Zhang
    , Suhang Wang