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Lifu Huang

43 papers at tracked venues · 24 at CORE A* · active 2024–2026

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Venues

EMNLP ×10ACL ×8NAACL ×7ICLR ×4NeurIPS ×4ICML ×3AAAI ×2CHI ×1ECCV ×1SIGKDD ×1WACV ×1WWW ×1

Frequent coauthors

Jingyuan Qi
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Runjia Zeng
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Yiyang Liu
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Zhiyang Xu
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Zihao Lin
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Mohammad Beigi
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Cheng Han
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Sijia Wang
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Minqian Liu
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Yutong Yang
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Jiaxin Zhang
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Xinyi Zhang
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Papers

  1. Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition
    AAAI 2026 ·
    Yutong Yang
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  2. From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models
    ACL 2026 ·
    Jiaxin Zhang
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  3. From Vulnerable to Resilient: Examining Parent and Teen Perceptions on How to Respond to Unwanted Cybergrooming Advances
    CHI 2026 ·
    Xinyi Zhang
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  4. AAAR-1.0: Assessing AI's Potential to Assist Research
    ICML 2025 ·
    Renze Lou
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  5. AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
    NeurIPS 2025 ·
    Jingyuan Qi
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  6. Advancing Chart Question Answering with Robust Chart Component Recognition
    WACV 2025 ·
    Hanwen Zheng
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  7. All You Need is One: Capsule Prompt Tuning with a Single Vector
    NeurIPS 2025 ·
    Yiyang Liu
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  8. DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking
    NAACL 2025 ·
    Hoang Anh Just
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  9. Error-driven Data-efficient Large Multimodal Model Tuning
    ACL 2025 ·
    Barry Menglong Yao
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  10. Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
    EMNLP 2025 ·
    Haibo Wang
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  11. Inference Compute-Optimal Video Vision Language Models
    ACL 2025 ·
    Peiqi Wang
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  12. LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates
    ACL 2025 ·
    Ying Shen
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  13. LLMs Can Reason Faster Only If We Let Them
    ICML 2025 ·
    Bilgehan Sel
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  14. MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper
    EMNLP 2025 ·
    Runjia Zeng
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  15. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
    NAACL 2025 ·
    Jingyuan Qi
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  16. MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
    SIGKDD 2025 ·
    Jianpeng Chen
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  17. Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
    ICLR 2025 ·
    Zhiyang Xu
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  18. Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents
    NAACL 2025 ·
    Zihao Lin
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  19. Probabilistic Token Alignment for Large Language Model Fusion
    NeurIPS 2025 ·
    Runjia Zeng
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  20. R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
    EMNLP 2025 ·
    Kaijie Chen
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  21. Re-Imagining Multimodal Instruction Tuning: A Representation View
    ICLR 2025 ·
    Yiyang Liu
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  22. SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
    ICLR 2025 ·
    Yue Zhang
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  23. Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories
    EMNLP 2025 ·
    Mohammad Beigi
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  24. Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation
    WWW 2025 · Lifu Huang
  25. UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers
    NAACL 2025 ·
    Dehai Min
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  26. AMD: Automatic Multi-step Distillation of Large-Scale Vision Models
    ECCV 2024 ·
    Cheng Han
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  27. DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models
    EMNLP 2024 ·
    Yiming Huang
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  28. Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction
    EMNLP 2024 ·
    Sijia Wang
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  29. EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
    EMNLP 2024 ·
    Li Yang
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  30. Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
    ICLR 2024 ·
    Cheng Han
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  31. Holistic Evaluation for Interleaved Text-and-Image Generation
    EMNLP 2024 ·
    Minqian Liu
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  32. InternalInspector I²: Robust Confidence Estimation in LLMs through Internal States
    EMNLP 2024 ·
    Mohammad Beigi
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  33. MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks
    AAAI 2024 ·
    Jingyuan Qi
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  34. Multimodal Instruction Tuning with Conditional Mixture of LoRA
    ACL 2024 ·
    Ying Shen
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  35. M²PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
    EMNLP 2024 ·
    Taowen Wang
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  36. Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
    ACL 2024 ·
    Zihao Lin
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  37. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
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  38. RE²: Region-Aware Relation Extraction from Visually Rich Documents
    NAACL 2024 ·
    Pritika Ramu
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  39. Targeted Augmentation for Low-Resource Event Extraction
    NAACL 2024 ·
    Sijia Wang
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  40. Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning
    ACL 2024 ·
    Zhiyang Xu
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  41. Visual Fourier Prompt Tuning
    NeurIPS 2024 ·
    Runjia Zeng
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  42. X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
    NAACL 2024 ·
    Minqian Liu
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  43. X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification
    ACL 2024 ·
    Hanzi Xu
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