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Li, Juntao

  1. Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
    2025/01/30 by Yue Wang, Qiuzhi Liu, Wang, Yue +27 · 4 voices · 39 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #cs.CL
  2. AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
    2023/05/16 by Wu, Tong, Fan, Zhihao, Liu, Xiao +9 · 2 voices · 23 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains
    2025/03/31 by Yi Su, Su Yi, Su, Yi +15 · 3 voices · 42 citations
    Computer Science · Materials Science · #Machine Learning in Materials Science #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
  4. R-Drop: Regularized Dropout for Neural Networks
    2021/06/28 by Xiaobo Liang, Lijun Wu, Liang, Xiaobo +15 · 13 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning
    2025/05/13 by Su, Zhaochen, Li, Linjie, Song, Mingyang +8 · 50 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM
    2024/08/22 by Su, Zhaochen, Zhang, Jun, Qu, Xiaoye +6 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond
    2022/04/20 by Yisheng Xiao, Lijun Wu, Xiao, Yisheng +11 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  8. LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models
    2023/09/18 by Zecheng Tang, Chenfei Wu, Tang, Zecheng +5 · 7 citations
    Computer Science · #Web Data Mining and Analysis #Software Engineering Research #Interactive and Immersive Displays
  9. OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure
    2024/06/25 by Jikai Wang, Yi Su, Wang, Jikai +12 · 8 citations
    Computer Science · #Advanced Database Systems and Queries #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  10. Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch
    2024/10/24 by Yuyang Ding, Xinyu Shi, Ding, Yuyang +10 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Educational Technology and Assessment #FOS: Computer and information sciences #Natural Language Processing Techniques
  11. Timo: Towards Better Temporal Reasoning for Language Models
    2024/06/20 by Zhaochen Su, Su, Zhaochen, Jun Zhang +11 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  12. Room temperature nanocavity laser with interlayer excitons in 2D heterostructures
    2019/11/28 by Yuanda Liu, Hanlin Fang, Liu, Yuanda +17 · 3 citations
    Engineering · Materials Science · Physics and Astronomy · #2D Materials and Applications #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Perovskite Materials and Applications #Semiconductor Quantum Structures and Devices
  13. Image-text Retrieval: A Survey on Recent Research and Development
    2022/03/28 by Min Cao, Shiping Li, Cao, Min +7 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  14. A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning
    2025/01/05 by Yixin Ji, Ji, Yixin, Juntao Li +13 · 9 citations
    Computer Science · Engineering · #Embedded Systems Design Techniques #Systems Engineering Methodologies and Applications
  15. SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training
    2022/10/10 by Dan Qiao, Qiao, Dan, Chenchen Dai +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies
  16. Beware of Calibration Data for Pruning Large Language Models
    2024/10/23 by Yixin Ji, Yang Xiang, Ji, Yixin +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  17. Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?
    2024/06/13 by Zhaochen Su, Jun‐Tao Li, Su, Zhaochen +14 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  18. A Survey on Human Preference Learning for Large Language Models
    2024/06/17 by Ruili Jiang, Kehai Chen, Jiang, Ruili +15 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
  19. StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis
    2024/01/30 by Zecheng Tang, Chenfei Wu, Tang, Zecheng +19 · 3 citations
    Engineering · #Additive Manufacturing and 3D Printing Technologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
  20. MemLong: Memory-Augmented Retrieval for Long Text Modeling
    2024/08/30 by Liu, Weijie, Tang, Zecheng, Li, Juntao +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
    2024/05/17 by Yixin Ji, Ji, Yixin, Yang Xiang +9 · 3 citations
    Computer Science · #Topic Modeling
  22. CMD: a framework for Context-aware Model self-Detoxification
    2023/08/16 by Zecheng Tang, Tang, Zecheng, Keyan Zhou +10 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  23. GameEval: Evaluating LLMs on Conversational Games
    2023/08/19 by Qiao, Dan, Wu, Chenfei, Liang, Yaobo +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Rethinking Negative Instances for Generative Named Entity Recognition
    2024/02/26 by Ding, Yuyang, Li, Juntao, Wang, Pinzheng +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. Taming the Titans: A Survey of Efficient LLM Inference Serving
    2025/04/28 by Ranran Zhen, Juntao Li, Zhen, Ranran +16 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Parallel #and Cluster Computing (cs.DC)
  26. Fano resonance lineshapes in a waveguide-microring structure enabled by an air-hole
    2019/07/04 by Linpeng Gu, Liang Fang, Gu, Linpeng +12 · 1 citation
    Engineering · Physics and Astronomy · #Photonic and Optical Devices #Optical Network Technologies #Advanced Fiber Laser Technologies
  27. Efficient Reasoning for LLMs through Speculative Chain-of-Thought
    2025/04/27 by Wang, Jikai, Li, Juntao, Hou, Jianye +3 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce
    2020/05/17 by Li, Juntao, Liu, Chang, Wang, Jian +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. XIFBench: Evaluating Large Language Models on Multilingual Instruction Following
    2025/03/10 by Li, Zhenyu, Chen, Kehai, Long, Yunfei +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. LOGO -- Long cOntext aliGnment via efficient preference Optimization
    2024/10/24 by Zecheng Tang, Tang, Zecheng, Zechen Sun +7 · 4 citations
    Computer Science · #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
  31. Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots
    2021/03/17 by Juntao Li, Chang Liu, Li, Juntao +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  32. Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change
    2022/10/31 by Zhaochen Su, Zecheng Tang, Su, Zhaochen +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  33. Can Diffusion Model Achieve Better Performance in Text Generation? Bridging the Gap between Training and Inference!
    2023/05/08 by Zecheng Tang, Pinzheng Wang, Tang, Zecheng +9 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  34. Accurate KV Cache Quantization with Outlier Tokens Tracing
    2025/05/16 by Su, Yi, Zhou, Yuechi, Qiu, Quantong +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Improving Rationality in the Reasoning Process of Language Models through Self-playing Game
    2025/06/28 by Pinzheng Wang, Juntao Li, Wang, Pinzheng +6 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  36. Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation
    2025/04/17 by Mingwei Liu, Juntao Li, Liu, Mingwei +19 · 2 citations
    Computer Science · Decision Sciences · #Software Engineering Research #Topic Modeling #Scientific Computing and Data Management
  37. The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents
    2025/02/28 by Duan, Yifan, Tang, Yihong, Bai, Xuefeng +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
    2025/05/19 by Wang, Jikai, Tian, Zhenxu, Li, Juntao +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. Demonstration Augmentation for Zero-shot In-context Learning
    2024/06/03 by Su, Yi, Tai, Yunpeng, Ji, Yixin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. A3: Attention-Aware Accurate KV Cache Fusion for Fast Large Language Model Serving
    2025/11/13 by Zhou, Yuechi, Su, Yi, Zhang, Jianxin +5 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  41. Pulse Compression by an Optical Push Broom On a Chip
    2025/02/17 by Zhang, Boyi, Pfeiffer, Maurice, Gaafar, Mahmoud A. +5 · 1 citation
    #FOS: Physical sciences #Optics (physics.optics)
  42. A Survey on Foundation-Model-Based Industrial Defect Detection
    2025/02/26 by Yang, Tianle, Chang, Luyao, Yan, Jiadong +6 · 1 citation
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection