PPaperPicks

Julian J. McAuley

University of California, San Diego, Department of Computer Science and Engineering, CA, USA

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

DBLP profile ↗ORCID 0000-0003-0955-7588 ↗Google Scholar ↗Homepage ↗

Venues

EMNLP ×11ACL ×10SIGKDD ×10WWW ×9NAACL ×8ICLR ×7RecSys ×7ICML ×6WSDM ×6CIKM ×5SIGIR ×5AAAI ×3NeurIPS ×2CVPR ×1EACL ×1IROS ×1

Frequent coauthors

Yupeng Hou
DBLP profile ↗ORCID search ↗
×5
Yu Xia
DBLP profile ↗ORCID search ↗
×5
Junda Wu
DBLP profile ↗ORCID search ↗
×5
Yashar Deldjoo
DBLP profile ↗ORCID search ↗
×5
Yu Wang
DBLP profile ↗ORCID search ↗
×5
Narges Tabari
DBLP profile ↗ORCID search ↗
×3
Zhouhang Xie
DBLP profile ↗ORCID search ↗
×3
Hongtao Huang
DBLP profile ↗ORCID search ↗
×2
Gagan Mundada
DBLP profile ↗ORCID search ↗
×2
Johannes Kruse
DBLP profile ↗ORCID search ↗
×2
Hyunsik Jeon
DBLP profile ↗ORCID search ↗
×2
Xiquan Cui
DBLP profile ↗ORCID search ↗
×2

Papers

  1. Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
    ACL 2026 ·
    Yupeng Hou
    DBLP profile ↗ORCID search ↗
  2. CSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning
    SIGIR 2026 ·
    Boyang Wang
    DBLP profile ↗ORCID search ↗
  3. CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing
    ACL 2026 ·
    Rui Wang
    DBLP profile ↗ORCID search ↗
  4. Dual Conditional Diffusion for Sequential Recommendation
    WSDM 2026 ·
    Hongtao Huang
    DBLP profile ↗ORCID search ↗
  5. Evaluating Language Model Pluralism through In-the-wild Crowd Discussions
    ACL 2026 ·
    Gagan Mundada
    DBLP profile ↗ORCID search ↗
  6. Inductive Generative Recommendation via Retrieval-based Speculation
    AAAI 2026 ·
    Yijie Ding
    DBLP profile ↗ORCID search ↗
  7. Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations
    WWW 2026 ·
    Yu Xia
    DBLP profile ↗ORCID search ↗
  8. SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes
    ACL 2026 ·
    Chuhan Wang
    DBLP profile ↗ORCID search ↗
  9. The 2nd Workshop on Human-Centered Recommender Systems
    WWW 2026 ·
    Kaike Zhang
    DBLP profile ↗ORCID search ↗
  10. Third Workshop on Generative AI for Recommender Systems and Personalization
    WSDM 2026 ·
    Narges Tabari
    DBLP profile ↗ORCID search ↗
  11. When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation
    EACL 2026 ·
    Xunyi Jiang
    DBLP profile ↗ORCID search ↗
  12. ZoRRO: A Zero-Weight Personalized Recommender System for Scalable News Recommendation
    SIGIR 2026 ·
    Johannes Kruse
    DBLP profile ↗ORCID search ↗
  13. A Tutorial on Agentic LLM for Recommender Systems
    RecSys 2025 ·
    Chengkai Huang
    DBLP profile ↗ORCID search ↗
  14. ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation
    ICML 2025 ·
    Yupeng Hou
    DBLP profile ↗ORCID search ↗
  15. Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation
    SIGKDD 2025 ·
    Hyunsik Jeon
    DBLP profile ↗ORCID search ↗
  16. Bridging Conversational and Collaborative Signals for Conversational Recommendation
    WWW 2025 ·
    Ahmad Bin Rabiah
    DBLP profile ↗ORCID search ↗
  17. CoMMIT: Coordinated Multimodal Instruction Tuning
    EMNLP 2025 ·
    Xintong Li
    DBLP profile ↗ORCID search ↗
  18. Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
    EMNLP 2025 ·
    Dayu Yang
    DBLP profile ↗ORCID search ↗
  19. Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation
    WWW 2025 ·
    Ryotaro Shimizu
    DBLP profile ↗ORCID search ↗
  20. Doc-React: Multi-page Heterogeneous Document Question-answering
    ACL 2025 ·
    Junda Wu
    DBLP profile ↗ORCID search ↗
  21. Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics
    EMNLP 2025 ·
    Sheldon Yu
    DBLP profile ↗ORCID search ↗
  22. First International Workshop on Data Quality-Aware Multimodal Recommendation (DaQuaMRec)
    RecSys 2025 ·
    Claudio Pomo
    DBLP profile ↗ORCID search ↗
  23. From Selection to Generation: A Survey of LLM-based Active Learning
    ACL 2025 ·
    Yu Xia
    DBLP profile ↗ORCID search ↗
  24. GENNEXT: The Next Generation of IR and Recommender Systems with Language Agents, Generative Models, and Conversational AI
    SIGIR 2025 ·
    Yashar Deldjoo
    DBLP profile ↗ORCID search ↗
  25. Generating Long Semantic IDs in Parallel for Recommendation
    SIGKDD 2025 ·
    Yupeng Hou
    DBLP profile ↗ORCID search ↗
  26. Generative Recommendation Models: Progress and Directions
    WWW 2025 ·
    Yupeng Hou
    DBLP profile ↗ORCID search ↗
  27. Image Difference Captioning via Adversarial Preference Optimization
    EMNLP 2025 ·
    Zihan Huang
    DBLP profile ↗ORCID search ↗
  28. International Workshop on Online and Adaptive Recommender Systems (OARS 2025)
    SIGKDD 2025 ·
    Xiquan Cui
    DBLP profile ↗ORCID search ↗
  29. Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
    NAACL 2025 ·
    Yu Xia
    DBLP profile ↗ORCID search ↗
  30. Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey
    NAACL 2025 ·
    Xiaoyu Liu
    DBLP profile ↗ORCID search ↗
  31. Large Scale Knowledge Washing
    ICLR 2025 ·
    Yu Wang
    DBLP profile ↗ORCID search ↗
  32. Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision
    NAACL 2025 ·
    Zhouhang Xie
    DBLP profile ↗ORCID search ↗
  33. Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction
    NeurIPS 2025 ·
    Hongtao Huang
    DBLP profile ↗ORCID search ↗
  34. Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?
    SIGKDD 2025 ·
    Sein Kim
    DBLP profile ↗ORCID search ↗
  35. M+: Extending MemoryLLM with Scalable Long-Term Memory
    ICML 2025 ·
    Yu Wang
    DBLP profile ↗ORCID search ↗
  36. Mastering Task Arithmetic: τJp as a Key Indicator for Weight Disentanglement
    ICLR 2025 ·
    Kotaro Yoshida
    DBLP profile ↗ORCID search ↗
  37. Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
    EMNLP 2025 ·
    Junda Wu
    DBLP profile ↗ORCID search ↗
  38. Normative Alignment of Recommender Systems via Internal Label Shift
    RecSys 2025 ·
    Johannes Kruse
    DBLP profile ↗ORCID search ↗
  39. OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
    ICLR 2025 ·
    Junda Wu
    DBLP profile ↗ORCID search ↗
  40. Preference-Optimized Retrieval and Ranking for Efficient Multimodal Recommendation
    SIGKDD 2025 ·
    Zhenrui Yue
    DBLP profile ↗ORCID search ↗
  41. Presto! Distilling Steps and Layers for Accelerating Music Generation
    ICLR 2025 ·
    Zachary Novack
    DBLP profile ↗ORCID search ↗
  42. REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing
    NeurIPS 2025 ·
    Weihan Xu
    DBLP profile ↗ORCID search ↗
  43. Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation
    WSDM 2025 ·
    Zhankui He
    DBLP profile ↗ORCID search ↗
  44. SAND: Boosting LLM Agents with Self-Taught Action Deliberation
    EMNLP 2025 ·
    Yu Xia
    DBLP profile ↗ORCID search ↗
  45. Second Workshop on Generative AI for Recommender Systems and Personalization
    SIGKDD 2025 ·
    Narges Tabari
    DBLP profile ↗ORCID search ↗
  46. Self-Updatable Large Language Models by Integrating Context into Model Parameters
    ICLR 2025 ·
    Yu Wang
    DBLP profile ↗ORCID search ↗
  47. Symbolic Representation for Any-to-Any Generative Tasks
    CVPR 2025 ·
    Jiaqi Chen
    DBLP profile ↗ORCID search ↗
  48. TeaserGen: Generating Teasers for Long Documentaries
    ICLR 2025 ·
    Weihan Xu
    DBLP profile ↗ORCID search ↗
  49. The 3rd Workshop on AI Agent for Information Retrieval: Generating and Ranking
    WWW 2025 ·
    Qingsong Wen
    DBLP profile ↗ORCID search ↗
  50. The 4th Workshop on AI Agent for Information Retrieval: Generating and Ranking
    SIGKDD 2025 ·
    Qingsong Wen
    DBLP profile ↗ORCID search ↗
  51. The Second Workshop on Generative AI for E-commerce
    RecSys 2025 ·
    Mansi Ranjit Mane
    DBLP profile ↗ORCID search ↗
  52. Toward Holistic Evaluation of Recommender Systems Powered by Generative Models
    SIGIR 2025 ·
    Yashar Deldjoo
    DBLP profile ↗ORCID search ↗
  53. Towards Large Generative Recommendation: A Tokenization Perspective
    CIKM 2025 ·
    Yupeng Hou
    DBLP profile ↗ORCID search ↗
  54. Tutorial on Recommendation with Generative Models (Gen-RecSys)
    WSDM 2025 ·
    Yashar Deldjoo
    DBLP profile ↗ORCID search ↗
  55. Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts
    NAACL 2025 ·
    Tingchen Fu
    DBLP profile ↗ORCID search ↗
  56. Weakly-supervised VLM-guided Partial Contrastive Learning for Visual Language Navigation
    IROS 2025 ·
    Ruoyu Wang
    DBLP profile ↗ORCID search ↗
  57. WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning
    EMNLP 2025 ·
    Gagan Mundada
    DBLP profile ↗ORCID search ↗
  58. Your Causal Self-Attentive Recommender Hosts a Lonely Neighborhood
    WSDM 2025 ·
    Yueqi Wang
    DBLP profile ↗ORCID search ↗
  59. A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)
    SIGKDD 2024 ·
    Yashar Deldjoo
    DBLP profile ↗ORCID search ↗
  60. AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
    WWW 2024 ·
    Junjie Zhang
    DBLP profile ↗ORCID search ↗
  61. Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback
    NAACL 2024 ·
    Yu Xia
    DBLP profile ↗ORCID search ↗
  62. Automatic Pair Construction for Contrastive Post-training
    NAACL 2024 ·
    Canwen Xu
    DBLP profile ↗ORCID search ↗
  63. Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation
    CIKM 2024 ·
    Hyunsik Jeon
    DBLP profile ↗ORCID search ↗
  64. CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation
    SIGKDD 2024 ·
    Junda Wu
    DBLP profile ↗ORCID search ↗
  65. Cognitive Bias in Decision-Making with LLMs
    EMNLP 2024 ·
    Jessica Maria Echterhoff
    DBLP profile ↗ORCID search ↗
  66. DITTO: Diffusion Inference-Time T-Optimization for Music Generation
    ICML 2024 ·
    Zachary Novack
    DBLP profile ↗ORCID search ↗
  67. DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention
    ACL 2024 ·
    Junda Wu
    DBLP profile ↗ORCID search ↗
  68. Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation
    AAAI 2024 ·
    Yu Wang
    DBLP profile ↗ORCID search ↗
  69. Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation
    NAACL 2024 ·
    Se-eun Yoon
    DBLP profile ↗ORCID search ↗
  70. Extending Input Contexts of Language Models through Training on Segmented Sequences
    NAACL 2024 ·
    Petros Karypis
    DBLP profile ↗ORCID search ↗
  71. Fair Sequential Recommendation without User Demographics
    SIGIR 2024 ·
    Huimin Zeng
    DBLP profile ↗ORCID search ↗
  72. Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning
    ACL 2024 ·
    Zhouhang Xie
    DBLP profile ↗ORCID search ↗
  73. First Workshop on Generative AI for Recommender Systems and Personalization
    SIGKDD 2024 ·
    Narges Tabari
    DBLP profile ↗ORCID search ↗
  74. Forecasting Live Chat Intent from Browsing History
    CIKM 2024 ·
    Se-eun Yoon
    DBLP profile ↗ORCID search ↗
  75. InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization
    WWW 2024 ·
    Jiarui Jin
    DBLP profile ↗ORCID search ↗
  76. InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
    ACL 2024 ·
    Jianing Wang
    DBLP profile ↗ORCID search ↗
  77. International Workshop on Online and Adaptive Recommender Systems (OARS 2024)
    CIKM 2024 ·
    Xiquan Cui
    DBLP profile ↗ORCID search ↗
  78. Linear Layer Extrapolation for Fine-Grained Emotion Classification
    EMNLP 2024 ·
    Mayukh Sharma
    DBLP profile ↗ORCID search ↗
  79. Linear Recurrent Units for Sequential Recommendation
    WSDM 2024 ·
    Zhenrui Yue
    DBLP profile ↗ORCID search ↗
  80. MAWI Rec: Leveraging Severe Weather Data in Recommendation
    RecSys 2024 ·
    Brendan Andrew Duncan
    DBLP profile ↗ORCID search ↗
  81. MEMORYLLM: Towards Self-Updatable Large Language Models
    ICML 2024 ·
    Yu Wang
    DBLP profile ↗ORCID search ↗
  82. Mitigating Hallucination in Fictional Character Role-Play
    EMNLP 2024 ·
    Nafis Sadeq
    DBLP profile ↗ORCID search ↗
  83. Multi-Behavior Generative Recommendation
    CIKM 2024 ·
    Zihan Liu
    DBLP profile ↗ORCID search ↗
  84. Neighborhood-Based Collaborative Filtering for Conversational Recommendation
    RecSys 2024 ·
    Zhouhang Xie
    DBLP profile ↗ORCID search ↗
  85. Off-Policy Evaluation for Large Action Spaces via Policy Convolution
    WWW 2024 ·
    Noveen Sachdeva
    DBLP profile ↗ORCID search ↗
  86. RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User Interface
    AAAI 2024 ·
    Zeyuan Zhang
    DBLP profile ↗ORCID search ↗
  87. RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
    ICLR 2024 ·
    Tianyang Liu
    DBLP profile ↗ORCID search ↗
  88. SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
    ICML 2024 ·
    Paarth Neekhara
    DBLP profile ↗ORCID search ↗
  89. Small Models are Valuable Plug-ins for Large Language Models
    ACL 2024 ·
    Canwen Xu
    DBLP profile ↗ORCID search ↗
  90. The 1st International Workshop on Risks, Opportunities, and Evaluation of Generative Models in Recommendation (ROEGEN)
    RecSys 2024 ·
    Yashar Deldjoo
    DBLP profile ↗ORCID search ↗
  91. Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation
    EMNLP 2024 ·
    Yueqi Wang
    DBLP profile ↗ORCID search ↗
  92. Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding
    ICML 2024 ·
    Guangyi Liu
    DBLP profile ↗ORCID search ↗