PPaperPicks

Yao Hu

Xiaohongshu Inc., Beijing, China

69 papers at tracked venues · 54 at CORE A* · active 2024–2026

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Venues

ACL ×14NeurIPS ×10EMNLP ×9WWW ×5SIGIR ×4AAAI ×3CVPR ×3ICCV ×3ICLR ×3ICML ×3NAACL ×3SIGKDD ×3ICDE ×2ACM MM ×1ECCV ×1ICDM ×1RecSys ×1

Frequent coauthors

Peiwen Yuan
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Xinglin Wang
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Yiwei Li
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Dongjie Yang
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Hongcheng Guo
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Runqi Wang
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Chen Zhang
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Chao Zhang
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Wenjing Li
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Wei Wu
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Yuchen Huang
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Zhibo Wu
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Papers

  1. A Creator-Aware Recommendation System for Content Platforms
    WWW 2026 ·
    Wenjing Li
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  2. Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models
    ACL 2026 ·
    Wei Wu
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  3. Building and Benchmarking Large Language Models for Machine Translation in Social Network Services
    ICDE 2026 ·
    Hongcheng Guo
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  4. CCD-Level and Load-Aware Thread Orchestration for in-Memory Vector ANNS on Multi-Core CPUs
    ICDE 2026 ·
    Yuchen Huang
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  5. Causality Enhancement for Cross-Domain Recommendation
    WWW 2026 ·
    Zhibo Wu
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  6. CrossVid: A Comprehensive Benchmark for Evaluating Cross-Video Reasoning in Multimodal Large Language Models
    AAAI 2026 ·
    Jingyao Li
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  7. HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation
    WWW 2026 ·
    Jingyi Zhou
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  8. LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
    ACL 2026 ·
    Peiwen Yuan
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  9. Optimizing Generative Ranking Relevance via Reinforcement Learning in Xiaohongshu Search
    SIGKDD 2026 ·
    Ziyang Zeng
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  10. RedGR: Unified Generative Retrieval for Recommendation in REDnote
    SIGIR 2026 ·
    Mengcheng Fang
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  11. Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors
    ACL 2026 ·
    Zhiwei Zhang
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  12. R³A: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms
    ACL 2026 ·
    Xiaowei Yuan
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  13. SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility
    ACL 2026 ·
    Xuyang Zhi
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  14. TimeMM: Time-as-Operator Spectral Filtering for Dynamic Multimodal Recommendation
    SIGIR 2026 ·
    Wei Yang
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  15. A Sanity Check for AI-generated Image Detection
    ICLR 2025 ·
    Shilin Yan
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  16. Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
    ACL 2025 ·
    Peiwen Yuan
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  17. CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection
    NeurIPS 2025 ·
    Zhichao Sun
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  18. CogLM: Tracking Cognitive Development of Large Language Models
    NAACL 2025 ·
    Xinglin Wang
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  19. DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision
    EMNLP 2025 ·
    Yongqi Leng
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  20. DynaPrompt: Dynamic Test-Time Prompt Tuning
    ICLR 2025 ·
    Zehao Xiao
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  21. DynamicFace: High-Quality and Consistent Face Swapping for Image and Video Using Composable 3D Facial Priors
    ICCV 2025 ·
    Runqi Wang
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  22. EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation
    EMNLP 2025 ·
    Xinyi Mou
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  23. Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
    NeurIPS 2025 ·
    Xinglin Wang
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  24. From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
    ACL 2025 ·
    Peiwen Yuan
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  25. Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective
    SIGKDD 2025 ·
    Ouxiang Li
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  26. InsBank: Evolving Instruction Subset for Ongoing Alignment
    EMNLP 2025 ·
    Jiayi Shi
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  27. InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention
    NeurIPS 2025 ·
    Qiang Xiang
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  28. LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant
    CVPR 2025 ·
    Yikun Liu
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  29. Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
    NAACL 2025 ·
    Xinglin Wang
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  30. Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules
    NeurIPS 2025 ·
    Yueqi Zhang
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  31. MoDification: Mixture of Depths Made Easy
    NAACL 2025 ·
    Chen Zhang
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  32. Multi-Granularity Distribution Modeling for Video Watch Time Prediction via Exponential-Gaussian Mixture Network
    RecSys 2025 ·
    Xu Zhao
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  33. NoteLLM-2: Multimodal Large Representation Models for Recommendation
    SIGKDD 2025 ·
    Chao Zhang
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  34. Object-Centric Video Question Answering with Visual Grounding and Referring
    ICCV 2025 ·
    Haochen Wang
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  35. PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval
    SIGIR 2025 ·
    Zihan Niu
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  36. Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions
    SIGIR 2025 ·
    Jia Chen
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  37. RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
    NeurIPS 2025 ·
    Rongyang Zhang
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  38. RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios
    EMNLP 2025 ·
    Fei Zhao
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  39. Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
    ACL 2025 ·
    Yiwei Li
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  40. SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services
    ICML 2025 ·
    Hongcheng Guo
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  41. Scalable Overload-Aware Graph-Based Index Construction for 10-Billion-Scale Vector Similarity Search
    WWW 2025 ·
    Yang Shi
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  42. SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment
    EMNLP 2025 ·
    Yuqing Huang
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  43. SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
    EMNLP 2025 ·
    Qian Dong
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  44. Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator
    NeurIPS 2025 ·
    Peiwen Yuan
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  45. Single Trajectory Distillation for Accelerating Image and Video Style Transfer
    ACM MM 2025 ·
    Sijie Xu
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  46. Speculative Decoding for Multi-Sample Inference
    EMNLP 2025 ·
    Yiwei Li
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  47. Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair
    EMNLP 2025 ·
    Bojian Xiong
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  48. Towards the Law of Capacity Gap in Distilling Language Models
    ACL 2025 ·
    Chen Zhang
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  49. UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
    ICLR 2025 ·
    Peiwen Yuan
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  50. VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models
    ICCV 2025 ·
    Jiacheng Ruan
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  51. Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints
    NeurIPS 2025 ·
    Dongjie Yang
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  52. iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation
    ACL 2025 ·
    Zheyong Xie
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  53. AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries
    AAAI 2024 ·
    Runqi Wang
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  54. BatchEval: Towards Human-like Text Evaluation
    ACL 2024 ·
    Peiwen Yuan
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  55. Bi-Level User Modeling for Deep Recommenders
    ICDM 2024 ·
    Yejing Wang
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  56. Controllable Mind Visual Diffusion Model
    AAAI 2024 ·
    Bohan Zeng
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  57. Efficient Stochastic Approximation of Minimax Excess Risk Optimization
    ICML 2024 ·
    Lijun Zhang
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  58. Focused Large Language Models are Stable Many-Shot Learners
    EMNLP 2024 ·
    Peiwen Yuan
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  59. Instruction Embedding: Latent Representations of Instructions Towards Task Identification
    NeurIPS 2024 ·
    Yiwei Li
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  60. Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
    ACL 2024 ·
    Xinglin Wang
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  61. NoteLLM: A Retrievable Large Language Model for Note Recommendation
    WWW 2024 ·
    Chao Zhang
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  62. Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
    ACL 2024 ·
    Peiwen Yuan
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  63. PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference
    ACL 2024 ·
    Dongjie Yang
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  64. SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
    CVPR 2024 ·
    Yuxuan Zhang
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  65. Small-loss Adaptive Regret for Online Convex Optimization
    ICML 2024 ·
    Wenhao Yang
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  66. VISA: Reasoning Video Object Segmentation via Large Language Models
    ECCV 2024 ·
    Cilin Yan
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  67. VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
    NeurIPS 2024 ·
    Shiwei Wu
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  68. Vript: A Video Is Worth Thousands of Words
    NeurIPS 2024 ·
    Dongjie Yang
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  69. ZONE: Zero-Shot Instruction-Guided Local Editing
    CVPR 2024 ·
    Shanglin Li
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