Peng Sun

1. InternLM2 Technical Report
   2024/03/26 by Zheng Cai, Maosong Cao, Cai, Zheng +199 · 2 voices · 57 citations
   Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
2. ReFT: Reasoning with Reinforced Fine-Tuning
   2024/01/17 by Trung Quoc Luong, Luong, Trung Quoc, Xinbo Zhang +9 · 57 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
3. Trial of Antisense Oligonucleotide Tofersen for <i>SOD1</i> ALS
   2022/09/21 by Timothy M. Miller, Jonathan Mill, Merit Cudkowicz +27 · 22 citations
   Medicine · Biochemistry, Genetics and Molecular Biology · #Amyotrophic Lateral Sclerosis Research #RNA Research and Splicing #Neurogenetic and Muscular Disorders Research
4. Optimizing Network Performance for Distributed DNN Training on GPU Clusters: ImageNet/AlexNet Training in 1.5 Minutes
   2019/02/19 by Peng Sun, Wansen Feng, Sun, Peng +7 · 1 voice · 2 citations
   Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #cs.DC
5. LoongServe: Efficiently Serving Long-Context Large Language Models with Elastic Sequence Parallelism
   2024/04/15 by Bingyang Wu, Wu, Bingyang, Shengyu Liu +9 · 24 citations
   Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Topic Modeling #and Cluster Computing (cs.DC)
6. Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules
   2021/05/21 by Jialong Xu, Bo Ai, Wei Chen +4 · 13 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Wireless Signal Modulation Classification #Advanced Data Compression Techniques
7. On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
   2023/12/06 by Peng Sun, Bei Shi, Sun, Peng +5 · 19 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Characterization of Large Language Model Development in the Datacenter
   2024/03/12 by Qinghao Hu, Zhisheng Ye, Hu, Qinghao +20 · 20 citations
   Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Topic Modeling #Scientific Computing and Data Management
9. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
   2024/02/08 by Zhiheng Xi, Wen-Xiang Chen, Xi, Zhiheng +39 · 1 voice · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
10. Unlocking the Power of LSTM for Long Term Time Series Forecasting
    2024/08/19 by Yaxuan Kong, Kong, Yaxuan, Zepu Wang +13 · 12 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
11. Quark masses and low energy constants in the continuum from the tadpole improved clover ensembles
    2023/10/01 by Zhi-Cheng Hu, Hu, Zhi-Cheng, Bo-Lun Hu +17 · 6 citations
    Physics and Astronomy · #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions #High-Energy Particle Collisions Research
12. Large Language Models as Agents in Two-Player Games
    2024/02/12 by Yang Liu, Liu, Yang, Peng Sun +3 · 1 voice · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
13. LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
    2024/06/26 by Diandian Gu, Peng Sun, Gu, Diandian +25 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Speech Recognition and Synthesis
14. End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning
    2018/08/10 by Wenhan Luo, Peng Sun, Luo, Wenhan +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Human-Animal Interaction Studies #Video Surveillance and Tracking Methods
15. TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
    2025/12/03 by Zhenglin Cheng, Cheng, Zhenglin, Peng Sun +5 · 1 voice · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.CV
16. TrajGen: Generating Realistic and Diverse Trajectories with Reactive and Feasible Agent Behaviors for Autonomous Driving
    2022/03/31 by Qichao Zhang, Yinfeng Gao, Zhang, Qichao +13 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO) #Traffic and Road Safety #Traffic control and management
17. Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision
    2022/05/24 by Wei Gao, Gao, Wei, Qinghao Hu +13 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques
18. Solving Formal Math Problems by Decomposition and Iterative Reflection
    2025/07/21 by Yichi Zhou, Jianqiu Zhao, Zhou, Yichi +31 · 14 citations
    Computer Science · #Logic, programming, and type systems #Mathematics, Computing, and Information Processing #Model-Driven Software Engineering Techniques
19. Parton Distribution Function of a Deuteron-like Dibaryon System from Lattice QCD
    2024/08/23 by Chen Chen, Liuming Liu, Chen, Chen +12 · 4 citations
    Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
20. ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting
    2023/08/14 by Zepu Wang, Wang, Zepu, Yuqi Nie +9 · 2 citations
    Engineering · Computer Science · #Traffic Prediction and Management Techniques #Data Visualization and Analytics #Advanced Graph Neural Networks
21. TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game
    2020/11/27 by Lei Han, Jiechao Xiong, Han, Lei +17 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Digital Games and Media
22. End-to-end Active Object Tracking via Reinforcement Learning
    2017/05/30 by Wenhan Luo, Luo, Wenhan, Peng Sun +9 · 1 citation
    Computer Science · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Impact of Light on Environment and Health #IoT-based Smart Home Systems #Video Surveillance and Tracking Methods
23. Efficient Feed-In-Tariff Policies for Renewable Energy Technologies
    2016/01/12 by Saed Alizamir, Francis de Véricourt, Peng Sun · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · Engineering · #Innovation Diffusion and Forecasting #Climate Change Policy and Economics #Smart Grid Energy Management
24. Three-Body Scattering for Generative Modeling
    2026/07/20 by Peng Sun, Zhenglin Cheng, Deyuan Liu +3 · 1 voice · 1 citation
    #cs.LG #cs.CV
25. GSON: A Group-based Social Navigation Framework with Large Multimodal Model
    2024/09/26 by Luo, Shangyi, Peng Sun, Ji Zhu +9 · 2 citations
    Computer Science · Social Sciences · #Speech and dialogue systems #Geographic Information Systems Studies
26. Networking Systems for Video Anomaly Detection: A Tutorial and Survey
    2024/05/16 by Jing Liu, Liu, Jing, Yang Liu +15 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Smart Grid Security and Resilience
27. Conformal Phase Transition in Supersymmetric QCD
    2025/03/28 by Kohei Fujikura, Fujikura, Kohei, Shota Nakagawa +7 · 1 citation
    Physics and Astronomy · #Black Holes and Theoretical Physics #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
28. Hybrid modelling of leaf traits: Integrating neural networks with radiative transfer theory
    2025/08/09 by Peng Sun, Peter M. van Bodegom, Joris Timmermans +3 · 1 citation
    Environmental Science · Agricultural and Biological Sciences · #Remote Sensing in Agriculture #Greenhouse Technology and Climate Control #Leaf Properties and Growth Measurement
29. A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems
    2025/02/10 by Hao Yang, Gong, Linxiao, Gaoyun Fang +15 · 1 citation
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
30. GMem: A Modular Approach for Ultra-Efficient Generative Models
    2024/12/11 by Yi Tang, Tang, Yi, Peng Sun +5 · 1 citation
    Computer Science · Decision Sciences · #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Simulation Techniques and Applications
31. DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions
    2024/12/14 by Jingyu Zhang, Zhang, Jingyu, Yilei Wang +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques
32. Expert-as-a-Service: Towards Efficient, Scalable, and Robust Large-scale MoE Serving
    2025/09/22 by Ziming Liu, Boyu Tian, Liu, Ziming +33 · 3 citations
    Computer Science · Social Sciences · #Context-Aware Activity Recognition Systems #IoT and Edge/Fog Computing #Access Control and Trust
33. Quark Transverse Spin-Momentum Correlation of the Pion from Lattice QCD: The Boer-Mulders Function
    2024/12/28 by Lisa Walter, Walter, Lisa, Hua, Jun +22 · 1 citation
    Physics and Astronomy · #Quantum Chromodynamics and Particle Interactions #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research
34. Spectral parameters of the ρ resonance from lattice QCD
    2025/02/06 by Zhengli Wang, Derek B. Leinweber, Wang, Zhengli +15 · 1 citation
    Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
35. Pion Transition Form Factor in Lattice QCD
    2026/07/30 by Shihao Su, Liuming Liu, Peng Sun
    Physics and Astronomy · #hep-lat