PPaperPicks

Wenjie Wang

National University of Singapore, Singapore

86 papers at tracked venues · 76 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5199-1428 ↗Homepage ↗

Venues

ACL ×19SIGIR ×18WWW ×18AAAI ×6CIKM ×4EMNLP ×4SIGKDD ×4CVPR ×3ICLR ×3ACM MM ×2NeurIPS ×2ICML ×1NAACL ×1RecSys ×1

Frequent coauthors

Xinyu Lin
DBLP profile ↗ORCID search ↗
×8
Chen Xu
DBLP profile ↗ORCID search ↗
×5
Yiyan Xu
DBLP profile ↗ORCID search ↗
×4
Xiaoyuan Li
DBLP profile ↗ORCID search ↗
×3
Hongru Cai
DBLP profile ↗ORCID search ↗
×3
Shuxian Bi
DBLP profile ↗ORCID search ↗
×3
Meng Jiang
DBLP profile ↗ORCID search ↗
×3
Yongqi Li
DBLP profile ↗ORCID search ↗
×3
Leigang Qu
DBLP profile ↗ORCID search ↗
×3
Chengbing Wang
DBLP profile ↗ORCID search ↗
×2
Runyang You
DBLP profile ↗ORCID search ↗
×2
Jujia Zhao
DBLP profile ↗ORCID search ↗
×2

Papers

  1. AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
    SIGIR 2026 ·
    Jianfei Xiao
    DBLP profile ↗ORCID search ↗
  2. Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking
    WWW 2026 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  3. Controllable LLM Reasoning via Sparse Autoencoder-Based Steering
    ACL 2026 ·
    Yi Fang
    DBLP profile ↗ORCID search ↗
  4. LLM Personalization: Foundations, Breakthroughs, and Frontiers
    SIGIR 2026 ·
    Xiaoyan Zhao
    DBLP profile ↗ORCID search ↗
  5. MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
    ACL 2026 ·
    Xiaoyuan Li
    DBLP profile ↗ORCID search ↗
  6. Navigating Through Paper Flood: Advancing LLM-Based Paper Evaluation Through Domain-Aware Retrieval and Latent Reasoning
    AAAI 2026 ·
    Wuqiang Zheng
    DBLP profile ↗ORCID search ↗
  7. Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
    ACL 2026 ·
    Dongjie Cheng
    DBLP profile ↗ORCID search ↗
  8. One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment
    SIGIR 2026 ·
    Hongru Cai
    DBLP profile ↗ORCID search ↗
  9. PERM: Psychology-grounded Empathetic Reward Modeling for Large Language Models
    ACL 2026 ·
    Chengbing Wang
    DBLP profile ↗ORCID search ↗
  10. Parallel Test-Time Scaling for Latent Reasoning Models
    ACL 2026 ·
    Runyang You
    DBLP profile ↗ORCID search ↗
  11. ReList: A Multi-objective Reasoning Framework for Diversified Listwise Query Recommendation
    ACL 2026 ·
    Shuxian Bi
    DBLP profile ↗ORCID search ↗
  12. Unifying Diversity and Fairness in Re-ranking via Economic Growth Theory
    WWW 2026 ·
    Zhaofeng Li
    DBLP profile ↗ORCID search ↗
  13. Unveiling and Simulating Short-Video Addiction Behaviors via Economic Addiction Theory
    WWW 2026 ·
    Chen Xu
    DBLP profile ↗ORCID search ↗
  14. Verifiable Reasoning for LLM-based Generative Recommendation
    SIGIR 2026 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  15. A Federated Framework for LLM-based Recommendation
    NAACL 2025 ·
    Jujia Zhao
    DBLP profile ↗ORCID search ↗
  16. An LLM-based Behavior Modeling Framework for Malicious User Detection
    CIKM 2025 ·
    Meng Jiang
    DBLP profile ↗ORCID search ↗
  17. Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation
    ICLR 2025 ·
    Chen Xu
    DBLP profile ↗ORCID search ↗
  18. Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation
    SIGKDD 2025 ·
    Zheqi Lv
    DBLP profile ↗ORCID search ↗
  19. Consistency-Aware Online Multi-Objective Alignment for Related Search Query Generation
    ACL 2025 ·
    Shuxian Bi
    DBLP profile ↗ORCID search ↗
  20. CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG
    AAAI 2025 ·
    Boyi Deng
    DBLP profile ↗ORCID search ↗
  21. Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation
    ACL 2025 ·
    Keqin Bao
    DBLP profile ↗ORCID search ↗
  22. DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
    ACM MM 2025 ·
    Yiyan Xu
    DBLP profile ↗ORCID search ↗
  23. Debias Can Be Unreliable: Mitigating Bias in Evaluating Debiasing Recommendation
    WWW 2025 ·
    Chengbing Wang
    DBLP profile ↗ORCID search ↗
  24. EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
    SIGKDD 2025 ·
    Chaoqun Yang
    DBLP profile ↗ORCID search ↗
  25. Efficient Inference for Large Language Model-based Generative Recommendation
    ICLR 2025 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  26. Exploring Training and Inference Scaling Laws in Generative Retrieval
    SIGIR 2025 ·
    Hongru Cai
    DBLP profile ↗ORCID search ↗
  27. FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models
    ICML 2025 ·
    Xinting Liao
    DBLP profile ↗ORCID search ↗
  28. Generative Recommendation: Towards Personalized Multimodal Content Generation
    WWW 2025 · Wenjie Wang
  29. HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
    ACL 2025 ·
    Xiaoyuan Li
    DBLP profile ↗ORCID search ↗
  30. Heterogeneous User Modeling for LLM-based Recommendation
    RecSys 2025 ·
    Honghui Bao
    DBLP profile ↗ORCID search ↗
  31. Incremental Learning for LLM-based Tokenization and Recommendation
    CIKM 2025 ·
    Haihan Shi
    DBLP profile ↗ORCID search ↗
  32. International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025)
    CIKM 2025 ·
    Yi Bin
    DBLP profile ↗ORCID search ↗
  33. LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking
    SIGIR 2025 ·
    Ruiyang Ren
    DBLP profile ↗ORCID search ↗
  34. Large Language Models Empowered Personalized Web Agents
    WWW 2025 ·
    Hongru Cai
    DBLP profile ↗ORCID search ↗
  35. Length Controlled Generation for Black-box LLMs
    ACL 2025 ·
    Yuxuan Gu
    DBLP profile ↗ORCID search ↗
  36. Leveraging LLMs for Influence Path Planning in Proactive Recommendation
    WWW 2025 ·
    Mingze Wang
    DBLP profile ↗ORCID search ↗
  37. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
    ACL 2025 ·
    Yilun Qiu
    DBLP profile ↗ORCID search ↗
  38. Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations
    EMNLP 2025 ·
    Sunhao Dai
    DBLP profile ↗ORCID search ↗
  39. NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
    SIGIR 2025 ·
    Sunhao Dai
    DBLP profile ↗ORCID search ↗
  40. Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment
    SIGIR 2025 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  41. Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration
    AAAI 2025 ·
    Zheqi Lv
    DBLP profile ↗ORCID search ↗
  42. Order-agnostic Identifier for Large Language Model-based Generative Recommendation
    SIGIR 2025 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  43. Personalized Generation In Large Model Era: A Survey
    ACL 2025 ·
    Yiyan Xu
    DBLP profile ↗ORCID search ↗
  44. Personalized Image Generation with Large Multimodal Models
    WWW 2025 ·
    Yiyan Xu
    DBLP profile ↗ORCID search ↗
  45. Personalized Text Generation with Contrastive Activation Steering
    ACL 2025 ·
    Jinghao Zhang
    DBLP profile ↗ORCID search ↗
  46. Pre-trained Behavioral Model for Malicious User Prediction on Social Platform
    AAAI 2025 ·
    Meng Jiang
    DBLP profile ↗ORCID search ↗
  47. R$2$ec: Towards Large Recommender Models with Reasoning
    NeurIPS 2025 ·
    Runyang You
    DBLP profile ↗ORCID search ↗
  48. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
    SIGIR 2025 ·
    Yongqi Li
    DBLP profile ↗ORCID search ↗
  49. SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
    CVPR 2025 ·
    Leigang Qu
    DBLP profile ↗ORCID search ↗
  50. STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training
    CVPR 2025 ·
    Haiyi Qiu
    DBLP profile ↗ORCID search ↗
  51. Self-Calibrated Listwise Reranking with Large Language Models
    WWW 2025 ·
    Ruiyang Ren
    DBLP profile ↗ORCID search ↗
  52. Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
    ACL 2025 ·
    Moxin Li
    DBLP profile ↗ORCID search ↗
  53. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    ICLR 2025 ·
    Leigang Qu
    DBLP profile ↗ORCID search ↗
  54. The 3rd Workshop on Personal Intelligence with Generative AI
    WWW 2025 ·
    Yang Zhang
    DBLP profile ↗ORCID search ↗
  55. TokenSkip: Controllable Chain-of-Thought Compression in LLMs
    EMNLP 2025 ·
    Heming Xia
    DBLP profile ↗ORCID search ↗
  56. Towards Temporal-Aware Multi-Modal Retrieval Augemented Generation in Finance
    ACM MM 2025 ·
    Fengbin Zhu
    DBLP profile ↗ORCID search ↗
  57. Tunable LLM-based Proactive Recommendation Agent
    ACL 2025 ·
    Mingze Wang
    DBLP profile ↗ORCID search ↗
  58. Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics
    SIGIR 2025 ·
    Chen Xu
    DBLP profile ↗ORCID search ↗
  59. A Study of Implicit Ranking Unfairness in Large Language Models
    EMNLP 2024 ·
    Chen Xu
    DBLP profile ↗ORCID search ↗
  60. A Taxation Perspective for Fair Re-ranking
    SIGIR 2024 ·
    Chen Xu
    DBLP profile ↗ORCID search ↗
  61. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    SIGKDD 2024 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  62. Data-efficient Fine-tuning for LLM-based Recommendation
    SIGIR 2024 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  63. Debiased Recommendation with Noisy Feedback
    SIGKDD 2024 ·
    Haoxuan Li
    DBLP profile ↗ORCID search ↗
  64. Denoising Diffusion Recommender Model
    SIGIR 2024 ·
    Jujia Zhao
    DBLP profile ↗ORCID search ↗
  65. Diffusion Models for Generative Outfit Recommendation
    SIGIR 2024 ·
    Yiyan Xu
    DBLP profile ↗ORCID search ↗
  66. Discriminative Probing and Tuning for Text-to-Image Generation
    CVPR 2024 ·
    Leigang Qu
    DBLP profile ↗ORCID search ↗
  67. Distillation Enhanced Generative Retrieval
    ACL 2024 ·
    Yongqi Li
    DBLP profile ↗ORCID search ↗
  68. Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction
    ACL 2024 ·
    Xiaoyuan Li
    DBLP profile ↗ORCID search ↗
  69. FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
    NeurIPS 2024 ·
    Xinting Liao
    DBLP profile ↗ORCID search ↗
  70. GOODAT: Towards Test-Time Graph Out-of-Distribution Detection
    AAAI 2024 ·
    Luzhi Wang
    DBLP profile ↗ORCID search ↗
  71. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    ACL 2024 ·
    Yongqi Li
    DBLP profile ↗ORCID search ↗
  72. I3: Intent-Introspective Retrieval Conditioned on Instructions
    SIGIR 2024 ·
    Kaihang Pan
    DBLP profile ↗ORCID search ↗
  73. Item-side Fairness of Large Language Model-based Recommendation System
    WWW 2024 ·
    Meng Jiang
    DBLP profile ↗ORCID search ↗
  74. Large Language Models for Recommendation: Past, Present, and Future
    SIGIR 2024 ·
    Keqin Bao
    DBLP profile ↗ORCID search ↗
  75. Large Language Models for Recommendation: Progresses and Future Directions
    WWW 2024 ·
    Jizhi Zhang
    DBLP profile ↗ORCID search ↗
  76. Learnable Item Tokenization for Generative Recommendation
    CIKM 2024 · Wenjie Wang
  77. Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation
    WWW 2024 ·
    Wentao Shi
    DBLP profile ↗ORCID search ↗
  78. Proactive Recommendation with Iterative Preference Guidance
    WWW 2024 ·
    Shuxian Bi
    DBLP profile ↗ORCID search ↗
  79. Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
    AAAI 2024 ·
    Xinyu Lin
    DBLP profile ↗ORCID search ↗
  80. Text-like Encoding of Collaborative Information in Large Language Models for Recommendation
    ACL 2024 ·
    Yang Zhang
    DBLP profile ↗ORCID search ↗
  81. The 1st Workshop on Decentralised Search and Recommendation
    WWW 2024 ·
    Mohamed Ragab
    DBLP profile ↗ORCID search ↗
  82. The 2nd Workshop on Recommendation with Generative Models
    WWW 2024 · Wenjie Wang
  83. Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
    EMNLP 2024 ·
    Moxin Li
    DBLP profile ↗ORCID search ↗
  84. Treatment Effect Estimation for User Interest Exploration on Recommender Systems
    SIGIR 2024 ·
    Jiaju Chen
    DBLP profile ↗ORCID search ↗
  85. Understanding and Counteracting Feature-Level Bias in Click-Through Rate Prediction
    WWW 2024 ·
    Jinqiu Jin
    DBLP profile ↗ORCID search ↗
  86. Uplift Modeling for Target User Attacks on Recommender Systems
    WWW 2024 · Wenjie Wang