Juntao Li
- 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
- Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains
2025/03/31 by Su Yi, Yi Su, Su, Yi +15 · 3 voices · 44 citations
Computer Science · Materials Science · #Machine Learning in Materials Science #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
- 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)
- 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
- LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models
2023/09/18 by Zecheng Tang, Tang, Zecheng, Chenfei Wu +5 · 7 citations
Computer Science · #Web Data Mining and Analysis #Software Engineering Research #Interactive and Immersive Displays
- OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure
2024/06/25 by Jikai Wang, Wang, Jikai, Yi Su +12 · 9 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
- 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
- Room temperature nanocavity laser with interlayer excitons in 2D heterostructures
2019/11/28 by Yuanda Liu, Liu, Yuanda, Hanlin Fang +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
- Image-text Retrieval: A Survey on Recent Research and Development
2022/03/28 by Min Cao, Cao, Min, Shiping Li +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
- A Survey of Test-Time Compute: From Intuitive Inference to Deliberate Reasoning
2025/01/05 by Yixin Ji, Ji, Yixin, Juntao Li +13 · 10 citations
Computer Science · Engineering · #Embedded Systems Design Techniques #Systems Engineering Methodologies and Applications
- SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training
2022/10/10 by Dan Qiao, Chenchen Dai, Qiao, Dan +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
- Beware of Calibration Data for Pruning Large Language Models
2024/10/23 by Yixin Ji, Ji, Yixin, Yang Xiang +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
- 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
- StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis
2024/01/30 by Zecheng Tang, Tang, Zecheng, Chenfei Wu +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
- Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
2024/05/17 by Yixin Ji, Yang Xiang, Ji, Yixin +9 · 3 citations
Computer Science · #Topic Modeling
- CMD: a framework for Context-aware Model self-Detoxification
2023/08/16 by Zecheng Tang, Keyan Zhou, Tang, Zecheng +10 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- 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)
- Fano resonance lineshapes in a waveguide-microring structure enabled by an air-hole
2019/07/04 by Linpeng Gu, Gu, Linpeng, Liang Fang +12 · 1 citation
Engineering · Physics and Astronomy · #Photonic and Optical Devices #Optical Network Technologies #Advanced Fiber Laser Technologies
- 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
- 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
- Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change
2022/10/31 by Zhaochen Su, Su, Zhaochen, Zecheng Tang +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
- Can Diffusion Model Achieve Better Performance in Text Generation? Bridging the Gap between Training and Inference!
2023/05/08 by Zecheng Tang, Tang, Zecheng, Pinzheng Wang +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
- 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
- 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
- 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