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Yuandong Tian

  1. Reasoning Beyond Words ? Exploring framework for hidden state reasoning
    2024/12/09 by Shibo Hao, Sainbayar Sukhbaatar, Hao, Shibo +11 · 40 voices · 186 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  2. Efficient Streaming Language Models with Attention Sinks
    2023/09/29 by Guangxuan Xiao, Xiao, Guangxuan, Yuandong Tian +7 · 5 voices · 401 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  3. GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
    2024/03/06 by Jiawei Zhao, Zhenyu Zhang, Zhao, Jiawei +9 · 5 voices · 68 citations
    Computer Science · #Neural Networks and Applications #Machine Learning and ELM #Advanced Neural Network Applications
  4. A Cookbook of Self-Supervised Learning
    2023/04/24 by Randall Balestriero, Balestriero, Randall, Mark Ibrahim +36 · 2 voices · 34 citations
    Computer Science · #Machine Learning and Data Classification
  5. Extending Context Window of Large Language Models via Positional Interpolation
    2023/06/27 by Shouyuan Chen, S.H. Wong, Sherman Wong +6 · 4 voices · 84 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  6. MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
    2024/02/22 by Zechun Liu, Changsheng Zhao, Liu, Zechun +21 · 3 voices · 44 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  7. Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping
    2024/02/21 by Lucas Lehnert, Lehnert, Lucas, Sainbayar Sukhbaatar +11 · 5 voices · 12 citations
    Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #Artificial Intelligence in Games #cs.AI
  8. Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
    2024/10/13 by D. Su, DiJia Su, Su, DiJia +8 · 3 voices · 13 citations
    Computer Science · #Neural Networks and Applications #cs.AI #cs.LG #cs.LO
  9. Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
    2025/05/18 by Hanlin Zhu, Zhu, Hanlin, Shibo Hao +9 · 7 voices · 28 citations
    Computer Science · #Advanced Graph Neural Networks #Multimodal Machine Learning Applications #Topic Modeling #cs.LG
  10. Neural Computers
    2026/04/07 by Mingchen Zhuge, Changsheng Zhao, Haozhe Liu +16 · 11 voices
    #cs.LG #cs.AI
  11. AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
    2024/04/21 by Anselm Paulus, Arman Zharmagambetov, Paulus, Anselm +7 · 1 voice · 35 citations
    Computer Science · Engineering · #Network Security and Intrusion Detection #Smart Grid Security and Resilience #cs.AI #cs.CL #cs.CR #cs.LG
  12. SpinQuant: LLM quantization with learned rotations
    2024/05/26 by Zechun Liu, Changsheng Zhao, Liu, Zechun +15 · 90 citations
    Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression
  13. TravelPlanner: A Benchmark for Real-World Planning with Language Agents
    2024/02/02 by Jian Xie, Xie, Jian, Kai Zhang +13 · 81 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  14. Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
    2024/07/28 by Tianhao Wu, Wu, Tianhao, Weizhe Yuan +13 · 1 voice · 32 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #cs.AI #cs.CL
  15. Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning
    2025/02/05 by DiJia Su, Su, DiJia, Hanlin Zhu +9 · 2 voices · 23 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.LO
  16. ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero
    2019/02/12 by Yuandong Tian, Tian, Yuandong, Jerry Ma +11 · 1 voice · 8 citations
    Computer Science · Economics, Econometrics and Finance · #cs.AI #cs.LG #stat.ML
  17. Building Generalizable Agents with a Realistic and Rich 3D Environment
    2018/01/07 by Yi Wu, Yuxin Wu, Wu, Yi +5 · 36 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics
  18. FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
    2018/12/09 by Bichen Wu, Xiaoliang Dai, Wu, Bichen +17 · 27 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  19. Better Computer Go Player with Neural Network and Long-term Prediction
    2015/11/19 by Yuandong Tian, Tian, Yuandong, Yan Zhu +1 · 2 voices · 2 citations
    Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence in Games #Sports Analytics and Performance #Video Analysis and Summarization #cs.AI #cs.LG
  20. Re3: Generating Longer Stories With Recursive Reprompting and Revision
    2022/10/13 by Kevin Yang, Yuandong Tian, Yang, Kevin +5 · 16 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
    2021/09/17 by Chris Cummins, Cummins, Chris, Bram Wasti +21 · 12 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Adversarial Robustness in Machine Learning
  22. Simple Baseline for Visual Question Answering
    2015/12/07 by Bolei Zhou, Yuandong Tian, Zhou, Bolei +7 · 19 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  23. Understanding self-supervised Learning Dynamics without Contrastive Pairs
    2021/02/12 by Yuandong Tian, Xinlei Chen, Tian, Yuandong +3 · 14 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  24. MagicPIG: LSH Sampling for Efficient LLM Generation
    2024/10/21 by Zhuoming Chen, Chen, Zhuoming, Ranajoy Sadhukhan +19 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Video Analysis and Summarization
  25. Hierarchical Decision Making by Generating and Following Natural Language Instructions
    2019/06/03 by Hengyuan Hu, Denis Yarats, Hu, Hengyuan +7 · 1 voice · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Speech and dialogue systems #cs.AI #cs.CL
  26. SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks
    2025/03/19 by Yifei Zhou, Song Jiang, Zhou, Yifei +11 · 31 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  27. TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
    2024/04/18 by Hanshi Sun, Sun, Hanshi, Zhuoming Chen +7 · 14 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  28. Provable Scaling Laws of Feature Emergence from Learning Dynamics of Grokking
    2025/09/25 by Yuandong Tian, Tian, Yuandong · 4 voices · 2 citations
    #cs.LG #cs.AI
  29. FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
    2020/04/12 by Alvin Wan, Xiaoliang Dai, Wan, Alvin +21 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  30. Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer
    2023/05/25 by Yuandong Tian, Yiping Wang, Tian, Yuandong +5 · 10 citations
    Computer Science · Materials Science · Physics and Astronomy · #Neural Networks and Applications #Machine Learning in Materials Science #Model Reduction and Neural Networks
  31. One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers
    2019/06/06 by Ari S. Morcos, Morcos, Ari S., Haonan Yu +5 · 7 citations
    Computer Science · #Artificial Intelligence in Games #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  32. NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions
    2025/02/18 by Weizhe Yuan, Yuan, Weizhe, Jian Yu +19 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  33. Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
    2023/02/03 by Taoan Huang, Huang, Taoan, Aaron Ferber +7 · 9 citations
    Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Scheduling and Timetabling Solutions #Vehicle Routing Optimization Methods
  34. M3RL: Mind-aware Multi-agent Management Reinforcement Learning
    2018/09/29 by Tianmin Shu, Yuandong Tian, Shu, Tianmin +1 · 6 citations
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Auction Theory and Applications #Mobile Crowdsensing and Crowdsourcing
  35. GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?
    2025/02/07 by Yang Zhou, Hongyi Liu, Zhou, Yang +7 · 18 citations
    Computer Science · #Digital Rights Management and Security #Multi-Agent Systems and Negotiation
  36. Denoised MDPs: Learning World Models Better Than the World Itself
    2022/06/30 by Tongzhou Wang, Simon S. Du, Wang, Tongzhou +9 · 1 voice · 5 citations
    #cs.LG
  37. Deep Think with Confidence
    2025/08/21 by Yichao Fu, Xuewei Wang, Fu, Yichao +5 · 51 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
  38. When is a Convolutional Filter Easy To Learn?
    2017/09/18 by Simon S. Du, Du, Simon S., Jason D. Lee +3 · 12 citations
    Computer Science · #Neural Networks and Applications #Anomaly Detection Techniques and Applications #Speech and Audio Processing
  39. A Neural-based Program Decompiler
    2019/06/28 by Cheng Fu, Huili Chen, Fu, Cheng +11 · 1 voice
    #cs.PL #cs.LG
  40. Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
    2023/01/09 by Youwei Liang, Liang, Youwei, Kevin H. Stone +18 · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research
  41. An Analytical Formula of Population Gradient for two-layered ReLU\n network and its Applications in Convergence and Critical Point Analysis
    2017/03/01 by Yuandong Tian, Tian, Yuandong · 4 citations
    Computer Science · Engineering · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Molecular Communication and Nanonetworks #Neural Networks and Applications #Opportunistic and Delay-Tolerant Networks #stochastic dynamics and bifurcation
  42. Understanding Deep Contrastive Learning via Coordinate-wise Optimization
    2022/01/29 by Yuandong Tian, Tian, Yuandong · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Speech and Audio Processing #Face and Expression Recognition
  43. Diffusion World Model: Future Modeling Beyond Step-by-Step Rollout for Offline Reinforcement Learning
    2024/02/05 by Zihan Ding, Amy Zhang, Ding, Zihan +5 · 2 voices · 1 citation
    Computer Science · Economics, Econometrics and Finance · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence #cs.AI #cs.LG
  44. The Perfect Blend: Redefining RLHF with Mixture of Judges
    2024/09/30 by Tengyu Xu, Eryk Helenowski, Xu, Tengyu +37 · 2 voices · 5 citations
    #cs.LG #cs.AI #cs.CL
  45. Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
    2024/05/07 by Hanlin Zhu, Zhu, Hanlin, Baihe Huang +11 · 7 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
  46. Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP
    2019/06/06 by Haonan Yu, Yu, Haonan, Sergey Edunov +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  47. On the Surprising Effectiveness of Attention Transfer for Vision Transformers
    2024/11/14 by Alexander C. Li, Yuandong Tian, Li, Alexander C. +7 · 3 voices · 2 citations
    #cs.LG #cs.AI #cs.CV #cs.NE
  48. AdvPrefix: An Objective for Nuanced LLM Jailbreaks
    2024/12/13 by Sicheng Zhu, Brandon Amos, Zhu, Sicheng +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. Language Self-Play For Data-Free Training
    2025/09/09 by Jakub Grudzien Kuba, M. F. Gu, Kuba, Jakub Grudzien +8 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  50. ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM Quantization
    2025/02/04 by Zechun Liu, Changsheng Zhao, Liu, Zechun +28 · 8 citations
    Physics and Astronomy · Computer Science · #Particle Detector Development and Performance #Atomic and Subatomic Physics Research #Advanced Data Compression Techniques
  51. Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
    2023/07/18 by Arman Zharmagambetov, Zharmagambetov, Arman, Brandon Amos +9 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  52. Planning in Learned Latent Action Spaces for Generalizable Legged Locomotion
    2020/08/27 by Tianyu Li, Roberto Calandra, Li, Tianyu +9 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Human Pose and Action Recognition #Prosthetics and Rehabilitation Robotics #Robotic Locomotion and Control #Robotics (cs.RO)
  53. JoMA: Demystifying Multilayer Transformers via JOint Dynamics of MLP and Attention
    2023/10/01 by Yuandong Tian, Tian, Yuandong, Yiping Wang +7 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
  54. On the Importance of Asymmetry for Siamese Representation Learning
    2022/04/01 by Xiao Wang, Wang, Xiao, Haoqi Fan +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  55. Understanding the Role of Nonlinearity in Training Dynamics of Contrastive Learning
    2022/06/02 by Yuandong Tian, Tian, Yuandong · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Photonic and Optical Devices
  56. The Path Not Taken: RLVR Provably Learns Off the Principals
    2025/11/11 by Hanqing Zhu, Zhu, Hanqing, Zhenyu Zhang +26 · 1 voice · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
  57. Real-world Video Adaptation with Reinforcement Learning
    2020/08/28 by Hongzi Mao, Mao, Hongzi, Shannon Chen +13 · 2 citations
    Computer Science · #Image and Video Quality Assessment #Video Coding and Compression Technologies #Advanced Image Processing Techniques
  58. R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference
    2025/04/28 by Zhenyu Zhang, Zhang, Zhenyu, Zechun Liu +9 · 5 citations
    Computer Science · Materials Science · #Topic Modeling #Advanced Neural Network Applications #Machine Learning in Materials Science
  59. End-to-end Story Plot Generator
    2023/10/13 by Hanlin Zhu, Zhu, Hanlin, Andrew J. Cohen +11 · 2 citations
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Video Analysis and Summarization
  60. Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback
    2025/01/18 by Yen-Ting Lin, Lin, Yen-Ting, Di Jin +24 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  61. BeBold: Exploration Beyond the Boundary of Explored Regions
    2020/12/15 by Tianjun Zhang, Huazhe Xu, Zhang, Tianjun +11 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
  62. Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning
    2024/11/21 by Song Jiang, Jiang, Song, Da Young Ju +13 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Transportation and Mobility Innovations
  63. Understanding Self-supervised Learning with Dual Deep Networks
    2020/10/01 by Yuandong Tian, Lantao Yu, Tian, Yuandong +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  64. From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
    2024/07/15 by Ajay Jaiswal, Jaiswal, Ajay, Wang, Yifan +12 · 2 citations
    Materials Science · Engineering · #Ga2O3 and related materials #Plasma Diagnostics and Applications #High voltage insulation and dielectric phenomena
  65. Learning Bounded Context-Free-Grammar via LSTM and the Transformer:Difference and Explanations
    2021/12/16 by Hui Shi, Sicun Gao, Shi, Hui +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  66. Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients
    2024/07/11 by Zhenyu Zhang, Ajay Jaiswal, Zhang, Zhenyu +11 · 2 citations
    Engineering · Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #Ga2O3 and related materials #GaN-based semiconductor devices and materials #Machine Learning (cs.LG) #Semiconductor materials and devices
  67. AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks
    2022/08/17 by Mulong Luo, Wenjie Xiong, Luo, Mulong +15 · 1 citation
    Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Security and Verification in Computing #Semiconductor materials and devices
  68. CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication
    2017/12/15 by Jin-Hwa Kim, Kim, Jin-Hwa, Nikita Kitaev +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  69. Sail into the Headwind: Alignment via Robust Rewards and Dynamic Labels against Reward Hacking
    2024/12/12 by Paria Rashidinejad, Rashidinejad, Paria, Yuandong Tian +1 · 2 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Guidance and Control Systems #Robotic Path Planning Algorithms
  70. Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
    2023/05/03 by Daochen Zha, Zha, Daochen, Louis Feng +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Neural Networks and Applications
  71. TensorGRaD: Tensor Gradient Robust Decomposition for Memory-Efficient Neural Operator Training
    2025/01/04 by Sebastian Loeschcke, David Pitt, Loeschcke, Sebastian +13 · 1 voice · 1 citation
    #cs.LG
  72. SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
    2025/10/10 by Chenyu Wang, Wang, Chenyu, Paria Rashidinejad +20 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling
  73. Inpainting-Guided Policy Optimization for Diffusion Large Language Models
    2025/09/12 by Siyan Zhao, Mengchen Liu, Zhao, Siyan +18 · 3 citations
    Computer Science · #Topic Modeling
  74. Spectral Journey: How Transformers Predict the Shortest Path
    2025/02/12 by Andrew Cohen, Andrey Gromov, Cohen, Andrew +5 · 1 voice · 1 citation
    Computer Science · Physics and Astronomy · #Neural Networks and Applications #Scientific Research and Discoveries
  75. ISO: An RLVR-Native Optimization Stack
    2026/07/21 by Hanqing Zhu, Wenyan Cong, Zhizhou Sha +8
    #cs.LG #cs.AI