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Lei Li

Carnegie Mellon University, School of Computer Science, Language Technologies Institute, Pittsburgh, PA, USA

42 papers at tracked venues · 25 at CORE A* · active 2024–2026

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Venues

ACL ×9EMNLP ×9NAACL ×8ICML ×6ICLR ×5NeurIPS ×3AAAI ×1SIGKDD ×1

Frequent coauthors

Xuandong Zhao
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Wenda Xu
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Siqi Ouyang
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André V. Duarte
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Kexun Zhang
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Fei Yuan
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Zhenqiao Song
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Danqing Wang
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Xi Xu
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Qiushi Sun
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Brian Tufts
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Mucong Ding
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Papers

  1. CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback
    ACL 2026 ·
    Qiushi Sun
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  2. Hierarchical Policy Optimization for Simultaneous Translation of Unbounded Speech
    ACL 2026 ·
    Siqi Ouyang
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  3. A Practical Examination of AI-Generated Text Detectors for Large Language Models
    NAACL 2025 ·
    Brian Tufts
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  4. A Technical Report on "Erasing the Invisible": The 2024 NeurIPS Competition on Stress Testing Image Watermarks
    NeurIPS 2025 ·
    Mucong Ding
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  5. Anticipating Future with Large Language Model for Simultaneous Machine Translation
    NAACL 2025 ·
    Siqi Ouyang
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  6. BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
    EMNLP 2025 ·
    Xu Huang
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  7. BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform
    EMNLP 2025 ·
    Xi Xu
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  8. CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation
    NAACL 2025 ·
    Xi Xu
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  9. DIS-CO: Discovering Copyrighted Content in VLMs Training Data
    ICML 2025 ·
    André V. Duarte
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  10. Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
    ICLR 2025 ·
    Kexun Zhang
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  11. Efficiently Identifying Watermarked Segments in Mixed-Source Texts
    ACL 2025 ·
    Xuandong Zhao
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  12. InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model
    ACL 2025 ·
    Siqi Ouyang
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  13. KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models
    NAACL 2025 ·
    Fei Yuan
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  14. LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation
    ACL 2025 ·
    Fei Yuan
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  15. PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design
    ICML 2025 ·
    Zhenqiao Song
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  16. Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs
    ICLR 2025 ·
    Xuandong Zhao
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  17. Revealing the Barriers of Language Agents in Planning
    NAACL 2025 ·
    Jian Xie
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  18. Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation
    NAACL 2025 ·
    Kexun Zhang
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  19. Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
    ICLR 2025 ·
    Wenda Xu
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  20. TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
    ICLR 2025 ·
    Danqing Wang
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  21. Weak-to-Strong Jailbreaking on Large Language Models
    ICML 2025 ·
    Xuandong Zhao
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  22. A Survey on In-context Learning
    EMNLP 2024 ·
    Qingxiu Dong
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  23. BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment
    EMNLP 2024 ·
    Wenda Xu
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  24. DE-COP: Detecting Copyrighted Content in Language Models Training Data
    ICML 2024 ·
    André V. Duarte
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  25. Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates
    ICML 2024 ·
    Zhenqiao Song
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  26. Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning
    SIGKDD 2024 ·
    Danqing Wang
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  27. Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions
    ACL 2024 ·
    Kexun Zhang
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  28. How Vocabulary Sharing Facilitates Multilingualism in LLaMA?
    ACL 2024 ·
    Fei Yuan
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  29. Invisible Image Watermarks Are Provably Removable Using Generative AI
    NeurIPS 2024 ·
    Xuandong Zhao
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  30. LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback
    NAACL 2024 ·
    Wenda Xu
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  31. LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages
    EMNLP 2024 ·
    Yinquan Lu
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  32. Learning Personalized Alignment for Evaluating Open-ended Text Generation
    EMNLP 2024 ·
    Danqing Wang
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  33. LumberChunker: Long-Form Narrative Document Segmentation
    EMNLP 2024 ·
    André V. Duarte
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  34. MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages
    NeurIPS 2024 ·
    Zixian Huang
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  35. Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
    NAACL 2024 ·
    Wenhao Zhu
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  36. Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement
    ACL 2024 ·
    Wenda Xu
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  37. Provable Robust Watermarking for AI-Generated Text
    ICLR 2024 ·
    Xuandong Zhao
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  38. SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM
    EMNLP 2024 ·
    Jielin Qiu
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  39. SurfPro: Functional Protein Design Based on Continuous Surface
    ICML 2024 ·
    Zhenqiao Song
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  40. Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems
    EMNLP 2024 ·
    Chinmay Dandekar
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  41. Watermarking for Large Language Models
    ACL 2024 ·
    Xuandong Zhao
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  42. Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages
    AAAI 2024 ·
    Sameer Jain
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