PPaperPicks

Wei Wang

University of California, Los Angeles, Department of Computer Science, Los Angeles, CA, USA

44 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8180-2886 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×9ACL ×7EMNLP ×6NAACL ×4AAAI ×3ICML ×3InterSpeech ×3SIGKDD ×3ICLR ×2CIKM ×1ICDE ×1WSDM ×1WWW ×1

Frequent coauthors

Mingyu Derek Ma
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Yihe Deng
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Xiusi Chen
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Ruoyan Li
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Yijia Xiao
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Yanqiao Zhu
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Zijie Huang
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Alexander Taylor
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Tanmay Parekh
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Haiyang Sun
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Renliang Sun
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Yifan Yang
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Papers

  1. Beyond Sentence-level Labels: Integrating Conversational Context and Personal Experience for Natural Emotional Expression
    ACL 2026 ·
    Haiyang Sun
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  2. Self-Guided Diffusion Model for Accelerating Computational Fluid Dynamics
    SIGKDD 2026 ·
    Ruoyan Li
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  3. Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning
    ACL 2026 ·
    Renliang Sun
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  4. Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training
    ACL 2026 ·
    Yifan Yang
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  5. Beyond Answers: Transferring Reasoning Capabilities to Smaller LLMs Using Multi-Teacher Knowledge Distillation
    WSDM 2025 ·
    Yijun Tian
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  6. Don't Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models
    NeurIPS 2025 ·
    Zitong Shi
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  7. Flow Field Reconstruction with Sensor Placement Policy Learning
    NeurIPS 2025 ·
    Ruoyan Li
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  8. GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
    ICML 2025 ·
    Jiashu He
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  9. How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective
    EMNLP 2025 ·
    Xiao Luo
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  10. Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
    ACL 2025 ·
    Mingyu Derek Ma
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  11. Interspeech 2025 URGENT Speech Enhancement Challenge
    InterSpeech 2025 ·
    Kohei Saijo
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  12. Lessons Learned from the URGENT 2024 Speech Enhancement Challenge
    InterSpeech 2025 ·
    Wangyou Zhang
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  13. Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
    AAAI 2025 ·
    Mingyu Derek Ma
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  14. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
    NAACL 2025 ·
    Jingyuan Qi
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  15. MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
    SIGKDD 2025 ·
    Jianpeng Chen
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  16. Mixture of In-Context Prompters for Tabular PFNs
    ICLR 2025 ·
    Derek Qiang Xu
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  17. Neural Network Pruning for Invariance Learning
    SIGKDD 2025 ·
    Derek Xu
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  18. OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
    NeurIPS 2025 ·
    Yihe Deng
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  19. Protein Large Language Models: A Comprehensive Survey
    EMNLP 2025 ·
    Yijia Xiao
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  20. Ranking and Selection of Bias Words for Contextual Bias Speech Recognition
    InterSpeech 2025 ·
    Haoxiang Hou
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  21. Rethink GraphODE Generalization within Coupled Dynamical System
    ICML 2025 ·
    Guancheng Wan
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  22. Symmetry-Preserving Conformer Ensemble Networks for Molecular Representation Learning
    NeurIPS 2025 ·
    Yanqiao Zhu
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  23. Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series
    NeurIPS 2025 ·
    Ching Chang
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  24. A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
    EMNLP 2024 ·
    Yu Zhang
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  25. Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
    WWW 2024 ·
    Zijie Huang
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  26. Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly
    ICDE 2024 ·
    Alexander K. Taylor
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  27. Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
    EMNLP 2024 ·
    Yanchen Liu
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  28. Enhancing Large Vision Language Models with Self-Training on Image Comprehension
    NeurIPS 2024 ·
    Yihe Deng
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  29. Event Detection from Social Media for Epidemic Prediction
    NAACL 2024 ·
    Tanmay Parekh
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  30. GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
    NeurIPS 2024 ·
    Yihe Deng
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  31. Improving Event Definition Following For Zero-Shot Event Detection
    ACL 2024 ·
    Zefan Cai
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  32. IterAlign: Iterative Constitutional Alignment of Large Language Models
    NAACL 2024 ·
    Xiusi Chen
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  33. Large Language Models Can Be Contextual Privacy Protection Learners
    EMNLP 2024 ·
    Yijia Xiao
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  34. Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
    ICLR 2024 ·
    Yanqiao Zhu
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  35. MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
    AAAI 2024 ·
    Mingyu Derek Ma
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  36. MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering
    ACL 2024 ·
    Xiusi Chen
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  37. Mitigating Bias for Question Answering Models by Tracking Bias Influence
    NAACL 2024 ·
    Mingyu Derek Ma
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  38. Non-Euclidean Mixture Model for Social Network Embedding
    NeurIPS 2024 ·
    Roshni G. Iyer
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  39. Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
    NeurIPS 2024 ·
    Zijie Huang
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  40. PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion
    CIKM 2024 ·
    Xiusi Chen
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  41. SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness
    EMNLP 2024 ·
    Tanmay Parekh
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  42. STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
    AAAI 2024 ·
    Mingyu Derek Ma
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  43. SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
    ICML 2024 ·
    Xiaoxuan Wang
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  44. The PGNSC Benchmark: How Do We Predict Where Information Spreads?
    ACL 2024 ·
    Alexander Taylor
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