PPaperPicks

Huawei Shen

Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China

66 papers at tracked venues · 43 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1081-8119 ↗Homepage ↗

Venues

ACL ×16EMNLP ×8WWW ×8SIGIR ×6NAACL ×5AAAI ×4ICLR ×3ACM MM ×2CIKM ×2ECIR ×2NeurIPS ×2RecSys ×2CSCW ×1CVPR ×1ECML-PKDD ×1ICDE ×1SDM ×1WSDM ×1

Frequent coauthors

Xueqi Cheng
×47
Fei Sun
×20
Liang Pang
×19
Bingbing Xu
×16
Qi Cao
×14
Yige Yuan
×11
Yuanzhuo Wang
×10
Shicheng Xu
×10
Kaike Zhang
×8
Du Su
×8
Jingcheng Deng
×6
Yunfan Wu
×6

Papers

  1. AsarRec: Adaptive Sequential Augmentation for Robust Self-supervised Sequential Recommendation
    SIGIR 2026 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Fei Sun
    ,
    Xinran Liu
    , Huawei Shen,
    Xueqi Cheng
  2. AuditAgent: LLM Agent for Risks Auditing in Recommender Systems
    AAAI 2026 ·
    Du Su
    ,
    Zhenxing Chen
    ,
    Shilong Zhao
    ,
    Yuanhao Liu
    ,
    Fei Sun
    ,
    Qi Cao
    , Huawei Shen
  3. Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents
    ACL 2026 ·
    Xiucheng Xu
    ,
    Bingbing Xu
    ,
    Tian Xueyun
    ,
    Zihe Huang
    ,
    Rongxin Chen
    ,
    Yunfan Li
    , Huawei Shen
  4. D-Models and E-Models: Diversity-Stability Trade-offs in the Sampling Behavior of Large Language Models
    WWW 2026 ·
    Jia Gu
    ,
    Liang Pang
    , Huawei Shen,
    Xueqi Cheng
  5. Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
    ACL 2026 ·
    Zixu Wang
    ,
    Bingbing Xu
    ,
    Yige Yuan
    , Huawei Shen,
    Xueqi Cheng
  6. Event-Aware Video Corpus Moment Retrieval
    ECIR 2026 ·
    Danyang Hou
    ,
    Liang Pang
    ,
    Yanyan Lan
    , Huawei Shen,
    Xueqi Cheng
  7. Fairness at a Glance: Can We Audit Model Fairness Before Training Completes?
    WWW 2026 ·
    Yuanhao Liu
    ,
    Qi Cao
    , Huawei Shen,
    Xueqi Cheng
  8. HAG: Hierarchical Demographic Tree-based Agent Generation for Topic-Adaptive Simulation
    ACL 2026 ·
    Rongxin Chen
    ,
    Tianyu Wu
    ,
    Bingbing Xu
    ,
    Jiatang Luo
    ,
    Xiucheng Xu
    , Huawei Shen
  9. Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization
    ACL 2026 ·
    Tian Xueyun
    ,
    Minghua Ma
    ,
    Bingbing Xu
    ,
    Nuoyan Lyu
    ,
    Wei Li
    ,
    Heng Dong
    ,
    Zheng Chu
    ,
    Yuanzhuo Wang
    , Huawei Shen
  10. Multi-Personality Generation of LLMs at Decoding-time
    WSDM 2026 ·
    Rongxin Chen
    ,
    Yunfan Li
    ,
    Yige Yuan
    ,
    Bingbing Xu
    , Huawei Shen
  11. Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification
    ACL 2026 ·
    Zenghao Duan
    ,
    Zhiyi Yin
    ,
    Zhichao Shi
    ,
    Liang Pang
    ,
    Shaoling Jing
    ,
    Zihe Huang
    ,
    Jiayi Wu
    ,
    Yu Yan
    ,
    Jingcheng Deng
    , Huawei Shen,
    Xueqi Cheng
  12. RLKD: Distilling LLMs' Reasoning via Reinforcement Learning
    AAAI 2026 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Yunchang Zhu
    ,
    Jia Gu
    ,
    Zihao Wei
    ,
    Jingcheng Deng
    ,
    Feiyang Pan
    , Huawei Shen,
    Xueqi Cheng
  13. ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding
    ACL 2026 ·
    Tian Xueyun
    ,
    Wei Li
    ,
    Bingbing Xu
    ,
    Heng Dong
    ,
    Yuanzhuo Wang
    , Huawei Shen
  14. Steering Away from Refusal: A Black-box Jailbreak Method Based on First-Token Distribution
    ACL 2026 ·
    Shuangjie Fu
    ,
    Du Su
    ,
    Xin Chen
    ,
    Fei Sun
    , Huawei Shen,
    Xueqi Cheng
  15. The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis
    ACL 2026 ·
    Zihao Wei
    ,
    Liang Pang
    ,
    Jiahao Liu
    ,
    Wenjie Shi
    ,
    Jingcheng Deng
    ,
    Shicheng Xu
    ,
    Zenghao Duan
    ,
    Jingang Wang
    ,
    Fei Sun
    , Huawei Shen,
    Xueqi Cheng
  16. Towards Quantitative Summarization Evaluation: An Integrated Atomic-Based Evaluation Framework and Dataset for Text Summarization
    ECIR 2026 ·
    Yan Lei
    ,
    Suncong Zheng
    ,
    Roberts Wang
    ,
    Liang Pang
    ,
    Lei He
    ,
    Shuang Chen
    ,
    Yu Wang
    , Huawei Shen,
    Xueqi Cheng
    ,
    Yuanzhuo Wang
  17. 'I Know You Are Discriminatory!': Automated Substantiating for Individual Fairness Auditing of AI Systems
    CSCW 2025 ·
    Yuanhao Liu
    ,
    Qi Cao
    , Huawei Shen,
    Kaike Zhang
    ,
    Yunfan Wu
    ,
    Xueqi Cheng
  18. A Theory for Token-Level Harmonization in Retrieval-Augmented Generation
    ICLR 2025 ·
    Shicheng Xu
    ,
    Liang Pang
    , Huawei Shen,
    Xueqi Cheng
  19. ALiiCE: Evaluating Positional Fine-grained Citation Generation
    NAACL 2025 ·
    Yilong Xu
    ,
    Jinhua Gao
    ,
    Xiaoming Yu
    ,
    Baolong Bi
    , Huawei Shen,
    Xueqi Cheng
  20. BotTrans: A Multi-source Graph Domain Adaptation Approach for Social Bot Detection
    ECML-PKDD 2025 ·
    Boshen Shi
    ,
    Yongqing Wang
    ,
    Fangda Guo
    ,
    Jiangli Shao
    , Huawei Shen,
    Xueqi Cheng
  21. Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
    ICLR 2025 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Yunchang Zhu
    , Huawei Shen,
    Xueqi Cheng
  22. Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph
    EMNLP 2025 ·
    Minghang Liu
    ,
    Yinghan Shen
    ,
    Zihe Huang
    ,
    Yuanzhuo Wang
    ,
    Xuhui Jiang
    , Huawei Shen
  23. Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
    ICLR 2025 ·
    Jingcheng Deng
    ,
    Zihao Wei
    ,
    Liang Pang
    ,
    Hanxing Ding
    , Huawei Shen,
    Xueqi Cheng
  24. Fact-Level Calibration and Correction for Long-Form Generations
    SIGIR 2025 ·
    Yige Yuan
    ,
    Bingbing Xu
    ,
    Hexiang Tan
    ,
    Fei Sun
    ,
    Teng Xiao
    ,
    Wei Li
    , Huawei Shen,
    Xueqi Cheng
  25. Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
    EMNLP 2025 ·
    Jingcheng Deng
    ,
    Zhongtao Jiang
    ,
    Liang Pang
    ,
    Zihao Wei
    ,
    Liwei Chen
    ,
    Kun Xu
    ,
    Yang Song
    , Huawei Shen,
    Xueqi Cheng
  26. From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment
    ACL 2025 ·
    Bin Xie
    ,
    Bingbing Xu
    ,
    Yige Yuan
    ,
    Shengmao Zhu
    , Huawei Shen
  27. Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos
    ACM MM 2025 ·
    Haowen Gao
    ,
    Liang Pang
    ,
    Shicheng Xu
    ,
    Leigang Qu
    ,
    Tat-Seng Chua
    , Huawei Shen,
    Xueqi Cheng
  28. Inference-time Alignment in Continuous Space
    NeurIPS 2025 ·
    Yige Yuan
    ,
    Teng Xiao
    ,
    Yunfan Li
    ,
    Bingbing Xu
    ,
    Shuchang Tao
    ,
    Yunqi Qiu
    , Huawei Shen,
    Xueqi Cheng
  29. InfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning
    SIGIR 2025 ·
    Zixu Wang
    ,
    Bingbing Xu
    ,
    Yige Yuan
    , Huawei Shen,
    Xueqi Cheng
  30. Jailbreak LLMs through Internal Stance Manipulation
    EMNLP 2025 ·
    Shuangjie Fu
    ,
    Du Su
    ,
    Beining Huang
    ,
    Fei Sun
    ,
    Jingang Wang
    ,
    Wei Chen
    , Huawei Shen,
    Xueqi Cheng
  31. Let Topology Speak: Graph Neural Network with Topology-Aware Augmentation
    CIKM 2025 ·
    Kangzhuo Chen
    ,
    Xiaoqian Sun
    , Huawei Shen,
    Xueqi Cheng
  32. Low-Entropy Watermark Detection via Bayes' Rule Derived Detector
    ACL 2025 ·
    Beining Huang
    ,
    Du Su
    ,
    Fei Sun
    ,
    Qi Cao
    , Huawei Shen,
    Xueqi Cheng
  33. MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing
    ACM MM 2025 ·
    Xueyun Tian
    ,
    Wei Li
    ,
    Bingbing Xu
    ,
    Yige Yuan
    ,
    Yuanzhuo Wang
    , Huawei Shen
  34. PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree
    NAACL 2025 ·
    Xiang Li
    ,
    Zhiyi Yin
    ,
    Hexiang Tan
    ,
    Shaoling Jing
    ,
    Du Su
    ,
    Yi Cheng
    , Huawei Shen,
    Fei Sun
  35. Personalized Denoising Implicit Feedback for Robust Recommender System
    WWW 2025 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Yunfan Wu
    ,
    Fei Sun
    , Huawei Shen,
    Xueqi Cheng
  36. Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject
    NAACL 2025 ·
    Zenghao Duan
    ,
    Wenbin Duan
    ,
    Zhiyi Yin
    ,
    Yinghan Shen
    ,
    Shaoling Jing
    ,
    Jie Zhang
    , Huawei Shen,
    Xueqi Cheng
  37. SafetyQuizzer: Timely and Dynamic Evaluation on the Safety of LLMs
    NAACL 2025 ·
    Zhichao Shi
    ,
    Shaoling Jing
    ,
    Yi Cheng
    ,
    Hao Zhang
    ,
    Yuanzhuo Wang
    ,
    Jie Zhang
    , Huawei Shen,
    Xueqi Cheng
  38. The Mirage of Model Editing: Revisiting Evaluation in the Wild
    ACL 2025 ·
    Wanli Yang
    ,
    Fei Sun
    ,
    Jiajun Tan
    ,
    Xinyu Ma
    ,
    Qi Cao
    ,
    Dawei Yin
    , Huawei Shen,
    Xueqi Cheng
  39. Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs
    EMNLP 2025 ·
    Hexiang Tan
    ,
    Fei Sun
    ,
    Sha Liu
    ,
    Du Su
    ,
    Qi Cao
    ,
    Xin Chen
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Yuanzhuo Wang
    , Huawei Shen,
    Xueqi Cheng
  40. ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
    ACL 2025 ·
    Hanxing Ding
    ,
    Shuchang Tao
    ,
    Liang Pang
    ,
    Zihao Wei
    ,
    Jinyang Gao
    ,
    Bolin Ding
    , Huawei Shen,
    Xueqi Cheng
  41. Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models
    EMNLP 2025 ·
    Yilong Xu
    ,
    Jinhua Gao
    ,
    Xiaoming Yu
    ,
    Yuanhai Xue
    ,
    Baolong Bi
    , Huawei Shen,
    Xueqi Cheng
  42. Unveiling the Potential of LLMs in Simulated Society: A Knowledge-Driven LLM Agent Framework for User Modeling
    WWW 2025 ·
    Shengmao Zhu
    ,
    Bingbing Xu
    ,
    Yige Yuan
    ,
    Bin Xie
    ,
    Yunfan Li
    , Huawei Shen
  43. Accelerating the Surrogate Retraining for Poisoning Attacks against Recommender Systems
    RecSys 2024 ·
    Yunfan Wu
    ,
    Qi Cao
    ,
    Shuchang Tao
    ,
    Kaike Zhang
    ,
    Fei Sun
    , Huawei Shen
  44. Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration
    EMNLP 2024 ·
    Kangxi Wu
    ,
    Liang Pang
    , Huawei Shen,
    Xueqi Cheng
  45. FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks
    CIKM 2024 ·
    Guoxin Chen
    ,
    Fangda Guo
    ,
    Yongqing Wang
    ,
    Yanghao Liu
    ,
    Peiying Yu
    , Huawei Shen,
    Xueqi Cheng
  46. Graph Summarization for Preserving Spectral Characteristics
    SDM 2024 ·
    Houquan Zhou
    ,
    Shenghua Liu
    , Huawei Shen,
    Xueqi Cheng
  47. Improving the Shortest Plank: Vulnerability-Aware Adversarial Training for Robust Recommender System
    RecSys 2024 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Yunfan Wu
    ,
    Fei Sun
    , Huawei Shen,
    Xueqi Cheng
  48. Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images
    SIGIR 2024 ·
    Shicheng Xu
    ,
    Danyang Hou
    ,
    Liang Pang
    ,
    Jingcheng Deng
    ,
    Jun Xu
    , Huawei Shen,
    Xueqi Cheng
  49. List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation
    WWW 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Jun Xu
    , Huawei Shen,
    Xueqi Cheng
  50. LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation
    SIGIR 2024 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Yunfan Wu
    ,
    Fei Sun
    , Huawei Shen,
    Xueqi Cheng
  51. Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning
    SIGIR 2024 ·
    Zixu Wang
    ,
    Bingbing Xu
    ,
    Yige Yuan
    , Huawei Shen,
    Xueqi Cheng
  52. PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
    AAAI 2024 ·
    Yige Yuan
    ,
    Bingbing Xu
    ,
    Bo Lin
    ,
    Liang Hou
    ,
    Fei Sun
    , Huawei Shen,
    Xueqi Cheng
  53. PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacks
    EMNLP 2024 ·
    Yu Chen
    ,
    Qi Cao
    ,
    Kaike Zhang
    ,
    Xuchao Liu
    , Huawei Shen
  54. Plot Retrieval as an Assessment of Abstract Semantic Association
    ACL 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Jiangnan Li
    ,
    Mo Yu
    ,
    Fandong Meng
    , Huawei Shen,
    Xueqi Cheng
    ,
    Jie Zhou
  55. SACH: Significant-Attributed Community Search in Heterogeneous Information Networks
    ICDE 2024 ·
    Yanghao Liu
    ,
    Fangda Guo
    ,
    Bingbing Xu
    ,
    Peng Bao
    , Huawei Shen,
    Xueqi Cheng
  56. Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
    WWW 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    , Huawei Shen,
    Xueqi Cheng
    ,
    Tat-Seng Chua
  57. TEA: Test-Time Energy Adaptation
    CVPR 2024 ·
    Yige Yuan
    ,
    Bingbing Xu
    ,
    Liang Hou
    ,
    Fei Sun
    , Huawei Shen,
    Xueqi Cheng
  58. The Fall of ROME: Understanding the Collapse of LLMs in Model Editing
    EMNLP 2024 ·
    Wanli Yang
    ,
    Fei Sun
    ,
    Jiajun Tan
    ,
    Xinyu Ma
    ,
    Du Su
    ,
    Dawei Yin
    , Huawei Shen
  59. Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue
    NAACL 2024 ·
    Junkai Zhou
    ,
    Liang Pang
    , Huawei Shen,
    Xueqi Cheng
  60. Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets
    WWW 2024 ·
    Xuhui Jiang
    ,
    Chengjin Xu
    ,
    Yinghan Shen
    ,
    Yuanzhuo Wang
    ,
    Fenglong Su
    ,
    Zhichao Shi
    ,
    Fei Sun
    ,
    Zixuan Li
    ,
    Jian Guo
    , Huawei Shen
  61. Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models
    AAAI 2024 ·
    Kun Zhang
    ,
    Jiali Zeng
    ,
    Fandong Meng
    ,
    Yuanzhuo Wang
    ,
    Shiqi Sun
    ,
    Long Bai
    , Huawei Shen,
    Jie Zhou
  62. Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation
    NeurIPS 2024 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Yunfan Wu
    ,
    Fei Sun
    , Huawei Shen,
    Xueqi Cheng
  63. Unlink to Unlearn: Simplifying Edge Unlearning in GNNs
    WWW 2024 ·
    Jiajun Tan
    ,
    Fei Sun
    ,
    Ruichen Qiu
    ,
    Du Su
    , Huawei Shen
  64. Unlocking the Power of Large Language Models for Entity Alignment
    ACL 2024 ·
    Xuhui Jiang
    ,
    Yinghan Shen
    ,
    Zhichao Shi
    ,
    Chengjin Xu
    ,
    Wei Li
    ,
    Zixuan Li
    ,
    Jian Guo
    , Huawei Shen,
    Yuanzhuo Wang
  65. Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
    ACL 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Mo Yu
    ,
    Fandong Meng
    , Huawei Shen,
    Xueqi Cheng
    ,
    Jie Zhou
  66. When to Trust LLMs: Aligning Confidence with Response Quality
    ACL 2024 ·
    Shuchang Tao
    ,
    Liuyi Yao
    ,
    Hanxing Ding
    ,
    Yuexiang Xie
    ,
    Qi Cao
    ,
    Fei Sun
    ,
    Jinyang Gao
    , Huawei Shen,
    Bolin Ding