PPaperPicks

William Yang Wang

University of California, Santa Barbara, USA

60 papers at tracked venues · 42 at CORE A* · active 2024–2026

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Venues

ACL ×15EMNLP ×12ICLR ×9ICML ×6NAACL ×5NeurIPS ×5AAAI ×4CVPR ×1EACL ×1ICCV ×1SIGKDD ×1

Frequent coauthors

Wenda Xu
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Xiaobao Wu
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Jiachen Li
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Xunjian Yin
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Jundong Xu
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Weixi Feng
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Xinyi Wang
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Antonis Antoniades
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Kexun Zhang
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Xianjun Yang
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Alfonso Amayuelas
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Michael Saxon
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Papers

  1. Can Editing LLMs Inject Harm?
    AAAI 2026 ·
    Canyu Chen
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  2. Detecting Training Data of Large Language Models via Expectation Maximization
    EACL 2026 ·
    Gyuwan Kim
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  3. LEDOM: Reverse Language Model
    ACL 2026 ·
    Xunjian Yin
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  4. WildSci: Advancing Scientific Reasoning from In-the-Wild Literature
    ACL 2026 ·
    Tengxiao Liu
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  5. AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
    ACL 2025 ·
    Xiaobao Wu
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  6. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
    ACL 2025 ·
    Jundong Xu
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  7. BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations
    CVPR 2025 ·
    Weixi Feng
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  8. CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
    NAACL 2025 ·
    Mian Zhang
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  9. Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
    AAAI 2025 ·
    Shengqiong Wu
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  10. DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics
    EMNLP 2025 ·
    Luke Yoffe
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  11. Disentangling Memory and Reasoning Ability in Large Language Models
    ACL 2025 ·
    Mingyu Jin
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  12. Do You Know About My Nation? Investigating Multilingual Language Models' Cultural Literacy Through Factual Knowledge
    EMNLP 2025 ·
    Eshaan Tanwar
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  13. Dynamic Evaluation for Oversensitivity in LLMs
    EMNLP 2025 ·
    Sophia Xiao Pu
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  14. Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data
    ICLR 2025 ·
    Xinyi Wang
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  15. Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement
    ACL 2025 ·
    Xunjian Yin
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  16. How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
    EMNLP 2025 ·
    Minglai Yang
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  17. Human Bias in the Face of AI: Examining Human Judgment Against Text Labeled as AI Generated
    ACL 2025 ·
    Tiffany Zhu
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  18. InductionBench: LLMs Fail in the Simplest Complexity Class
    ACL 2025 ·
    Wenyue Hua
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  19. Investigating the Transferability of Code Repair for Low-Resource Programming Languages
    NAACL 2025 ·
    Kyle Wong
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  20. MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
    ICML 2025 ·
    Kaijie Zhu
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  21. MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
    ICLR 2025 ·
    Xuehai He
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  22. MuSLR: Multimodal Symbolic Logical Reasoning
    NeurIPS 2025 ·
    Jundong Xu
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  23. REALM: A Dataset of Real-World LLM Use Cases
    ACL 2025 ·
    Jingwen Cheng
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  24. RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
    ACL 2025 ·
    Ruiwen Zhou
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  25. SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
    ICLR 2025 ·
    Antonis Antoniades
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  26. Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation
    NAACL 2025 ·
    Kexun Zhang
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  27. Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
    ICLR 2025 ·
    Wenda Xu
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  28. T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and Conditional Guidance Design
    ICLR 2025 ·
    Jiachen Li
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  29. TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation
    ACL 2025 ·
    Weixi Feng
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  30. Uncovering Factor-Level Preference to Improve Human-Model Alignment
    EMNLP 2025 ·
    Juhyun Oh
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  31. Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
    AAAI 2025 ·
    Xinlu Zhang
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  32. VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMS
    ICCV 2025 ·
    Qiucheng Wu
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  33. Weak-to-Strong Jailbreaking on Large Language Models
    ICML 2025 ·
    Xuandong Zhao
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  34. A Survey on Detection of LLMs-Generated Content
    EMNLP 2024 ·
    Xianjun Yang
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  35. AKEW: Assessing Knowledge Editing in the Wild
    EMNLP 2024 ·
    Xiaobao Wu
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  36. BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment
    EMNLP 2024 ·
    Wenda Xu
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  37. DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
    ICLR 2024 ·
    Xianjun Yang
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  38. FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
    NeurIPS 2024 ·
    Xiaobao Wu
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  39. Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning
    SIGKDD 2024 ·
    Danqing Wang
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  40. Guiding Instruction-based Image Editing via Multimodal Large Language Models
    ICLR 2024 ·
    Tsu-Jui Fu
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  41. Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions
    ACL 2024 ·
    Kexun Zhang
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  42. Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
    ACL 2024 ·
    Alfonso Amayuelas
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  43. LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback
    NAACL 2024 ·
    Wenda Xu
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  44. Language Control Diffusion: Efficiently Scaling through Space, Time, and Tasks
    ICLR 2024 ·
    Edwin Zhang
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  45. Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts
    EMNLP 2024 ·
    Aditya Sharma
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  46. Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts
    NAACL 2024 ·
    Michael Saxon
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  47. Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
    ICML 2024 ·
    Jiachen Li
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  48. MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
    EMNLP 2024 ·
    Alfonso Amayuelas
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  49. Multimodal Procedural Planning via Dual Text-Image Prompting
    EMNLP 2024 ·
    Yujie Lu
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  50. Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
    ICLR 2024 ·
    Antonis Antoniades
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  51. Position: AI/ML Influencers Have a Place in the Academic Process
    ICML 2024 ·
    Iain Weissburg
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  52. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
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  53. Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement
    ACL 2024 ·
    Wenda Xu
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  54. RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
    EMNLP 2024 ·
    Rujun Han
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  55. T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
    NeurIPS 2024 ·
    Jiachen Li
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  56. The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models
    ACL 2024 ·
    Shuo Zhang
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  57. Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
    ICML 2024 ·
    Xinyi Wang
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  58. VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
    AAAI 2024 ·
    Raphael Schumann
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  59. Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2)
    NeurIPS 2024 ·
    Michael Saxon
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  60. WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
    NeurIPS 2024 ·
    Yujie Lu
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