PPaperPicks

Wei Wang

55 papers at tracked venues · 30 at CORE A* · active 2024–2026

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Venues

ACL ×8AAAI ×7EMNLP ×7NeurIPS ×6IROS ×5IJCAI ×4CVPR ×3MICCAI ×3ICRA ×2NAACL ×2SIGMOD ×2VLDB ×2COLT ×1ICDE ×1ICLR ×1InterSpeech ×1

Frequent coauthors

Mengyi Deng
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Yijiong Yu
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Bo Li
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Wenyue Xu
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Baihui Liu
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Chao Chen
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Dexin Zuo
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Eric Hanchen Jiang
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Haoran Wang
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Zhengyu Chen
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Liwen Wu
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Yi-Long Lu
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Papers

  1. AdapThink: Adaptive Thinking Preferences for Reasoning Language Models
    ACL 2026 ·
    Wenyue Xu
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  2. Alloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference
    ACL 2026 ·
    Baihui Liu
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  3. ByteGraph-Dione: An Adaptive Dual-Format Graph Engine with Hotspot Awareness and Transaction Efficiency for Production-Scale Workloads
    SIGMOD 2026 ·
    Chao Chen
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  4. CoordAR: One-Reference 6D Pose Estimation of Novel Objects via Autoregressive Coordinate Map Generation
    AAAI 2026 ·
    Dexin Zuo
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  5. DGPO: Beyond Pairwise Preferences with Directional Consistent Groupwise Optimization
    ACL 2026 ·
    Mengyi Deng
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  6. Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
    ACL 2026 ·
    Eric Hanchen Jiang
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  7. Federated LoRA Fine-Tuning with Pipelined Error-Mitigated Aggregation and Matrix-Wise Freezing
    ACL 2026 ·
    Haoran Wang
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  8. From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
    AAAI 2026 ·
    Zhengyu Chen
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  9. MPA: Multimodal Prototype Augmentation for Few-Shot Learning
    AAAI 2026 ·
    Liwen Wu
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  10. Mind the Gap: The Divergence Between Human and LLM-Generated Tasks
    AAAI 2026 ·
    Yi-Long Lu
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  11. Quantization Meets Projection: A Happy Marriage for Approximate k-Nearest Neighbor Search
    VLDB 2026 ·
    Mingyu Yang
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  12. RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems
    ACL 2026 ·
    Yu Jiang
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  13. SLCFormer: Spectral-Local Context Transformer with Physics-Grounded Flare Synthesis for Nighttime Flare Removal
    AAAI 2026 ·
    Xiyu Zhu
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  14. Taxon: Hierarchical Tax Code Prediction with Semantically Aligned LLM Expert Guidance
    ICDE 2026 ·
    Jihang Li
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  15. A Data-Efficient Progressive Learning Framework for Robot Scooping Task
    ICRA 2025 ·
    Shuai Wang
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  16. A novel event-based structured light system for high-precision and high-speed depth sensing
    IROS 2025 ·
    Gongzhe Su
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  17. Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence
    EMNLP 2025 ·
    Yijiong Yu
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  18. AgentRefine: Enhancing Agent Generalization through Refinement Tuning
    ICLR 2025 ·
    Dayuan Fu
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  19. An Inflatable Deployable Origami Grasper for Adaptive and High-Load Grasping
    IROS 2025 ·
    Peng Yan
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  20. CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories
    NAACL 2025 ·
    Yijia Xiao
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  21. ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry
    ACL 2025 ·
    Qinwen Chen
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  22. DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation
    EMNLP 2025 ·
    Ziming You
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  23. Detoxifying Large Language Models via the Diversity of Toxic Samples
    EMNLP 2025 ·
    Ying Zhao
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  24. Disentangle Nighttime Lens Flares: Self-supervised Generation-based Lens Flare Removal
    AAAI 2025 ·
    Yuwen He
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  25. Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning
    IJCAI 2025 ·
    Wujun Zhou
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  26. Hierarchical Frequency Tagging Probe (HFTP): A Unified Approach to Investigate Syntactic Structure Representations in Large Language Models and the Human Brain
    NeurIPS 2025 ·
    Jingmin An
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  27. HyperTrans: Efficient Hypergraph-Driven Cross-Domain Pattern Transfer in Image Anomaly Detection
    IJCAI 2025 ·
    Tengyu Zhang
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  28. IntelliCockpitBench: A Comprehensive Benchmark to Evaluate VLMs for Intelligent Cockpit
    ACL 2025 ·
    Liang Lin
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  29. InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct
    AAAI 2025 ·
    Yutong Wu
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  30. Learning 3D Medical Image Models from Brain Functional Connectivity Network Supervision for Mental Disorder Diagnosis
    MICCAI 2025 ·
    Xingcan Hu
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  31. Lightweight Front-end Enhancement for Robust ASR via Frame Resampling and Sub-Band Pruning
    InterSpeech 2025 ·
    Siyi Zhao
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  32. Localized Data Shapley: Accelerating Valuation for Nearest Neighbor Algorithms
    NeurIPS 2025 ·
    Guangyi Zhang
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  33. Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps
    EMNLP 2025 ·
    Yijiong Yu
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  34. NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results
    CVPR 2025 ·
    Xin Li
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  35. Online Residual Model Learning for Model Predictive Control of Autonomous Surface Vehicles in Real-World Environments
    IROS 2025 ·
    Arturo Gamboa-Gonzalez
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  36. PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning
    EMNLP 2025 ·
    Yaoshu Wang
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  37. Private Online Learning against an Adaptive Adversary: Realizable and Agnostic Settings
    NeurIPS 2025 ·
    Bo Li
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  38. Private Realizable-to-Agnostic Transformation with Near-Optimal Sample Complexity
    COLT 2025 ·
    Bo Li
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  39. QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models
    EMNLP 2025 · Wei Wang
  40. RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
    NeurIPS 2025 ·
    Rongyang Zhang
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  41. UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation
    MICCAI 2025 ·
    Yue Zhou
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  42. When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning
    EMNLP 2025 ·
    Mengyi Deng
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  43. BG3: A Cost Effective and I/O Efficient Graph Database in Bytedance
    SIGMOD 2024 ·
    Wei Zhang
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  44. CLAT: Convolutional Local Attention Tracker for Real-time UAV Target Tracking System with Feedback Information
    IROS 2024 ·
    Xiaolou Sun
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  45. Deep Learning-Based Liver Vessel Separation with Plug-and-Play Modules: Skeleton Tracking and Graph Attention
    MICCAI 2024 ·
    Chenhao Pei
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  46. IDF-MFL: Infrastructure-free and Drift-free Magnetic Field Localization for Mobile Robot
    IROS 2024 ·
    Hongming Shen
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  47. Learning from Long-Tailed Noisy Data with Sample Selection and Balanced Loss
    IJCAI 2024 ·
    Lefan Zhang
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  48. LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment
    NeurIPS 2024 ·
    Linfeng Dong
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  49. MM4MM: Map Matching Framework for Multi-Session Mapping in Ambiguous and Perceptually-Degraded Environments
    ICRA 2024 ·
    Zhenyu Wu
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  50. MSGNN: Masked Schema based Graph Neural Networks
    VLDB 2024 ·
    Hao Liu
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  51. Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning
    IJCAI 2024 ·
    Peng Zhao
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  52. NTIRE 2024 Challenge on Blind Enhancement of Compressed Image: Methods and Results
    CVPR 2024 ·
    Ren Yang
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  53. No More Ambiguity in 360° Room Layout via Bi-Layout Estimation
    CVPR 2024 ·
    Yu-Ju Tsai
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  54. Proving Olympiad Algebraic Inequalities without Human Demonstrations
    NeurIPS 2024 ·
    Chenrui Wei
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  55. Solving General Natural-Language-Description Optimization Problems with Large Language Models
    NAACL 2024 ·
    Jihai Zhang
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