Pengfei Li

1. Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models
   2023/04/06 by Pengfei Li, Jianyi Yang, Li, Pengfei +5 · 87 voices · 13 citations
   #cs.LG #cs.AI
2. Health-Informed Computing: Estimating and Addressing the Public Health Impact of Data Centers
   2024/12/09 by Yuelin Han, Han, Yuelin, Zhifeng Wu +7 · 32 voices · 5 citations
   #cs.CY
3. MiniMax-01: Scaling Foundation Models with Lightning Attention
   2025/01/14 by MiniMax, Aonian Li, Ao Li +191 · 3 voices · 35 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CL #cs.CV
4. AmberTools
   2023/10/08 by David A. Case, Hasan Metin Aktulga, Kellon Belfon +44 · 50 citations
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Metabolomics and Mass Spectrometry Studies #Protein Structure and Dynamics #Scientific Computing and Data Management
5. Large-scale ab initio simulations based on systematically improvable atomic basis
   2015/02/28 by Pengfei Li, Xiaohui Liu, Li, Pengfei +13 · 15 citations
   Materials Science · Physics and Astronomy · #Electron and X-Ray Spectroscopy Techniques #Surface and Thin Film Phenomena #Machine Learning in Materials Science
6. GaussianGrasper: 3D Language Gaussian Splatting for Open-vocabulary Robotic Grasping
   2024/03/14 by Yuhang Zheng, Zheng, Yuhang, Xiangyu Chen +27 · 28 citations
   Computer Science · Engineering · #Natural Language Processing Techniques #Robotics and Automated Systems #Multimodal Machine Learning Applications
7. MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention
   2025/06/16 by MiniMax, :, Chen, Aili +208 · 55 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques
8. Parameterization of Monovalent Ions for the OPC3, OPC, TIP3P-FB, and TIP4P-FB Water Models
   2021/02/04 by Arkajyoti Sengupta, Zhen Li, Lin Frank Song +2 · 7 citations
   Chemical Engineering · Chemistry · Environmental Science · #Analytical Chemistry and Sensors #Electrochemical Analysis and Applications #Water Treatment and Disinfection
9. Doubly Robust Inference With Nonprobability Survey Samples
   2018/05/16 by Yilin Chen, Pengfei Li, Chen, Yilin +3 · 4 citations
   Mathematics · #Statistical Methods and Bayesian Inference #Advanced Causal Inference Techniques #Survey Sampling and Estimation Techniques
10. A Survey of Reinforcement Learning for Large Reasoning Models
    2025/09/10 by Kaiyan Zhang, Yuxin Zuo, Zhang, Kaiyan +72 · 55 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
11. ADAPT: Action-aware Driving Caption Transformer
    2023/02/01 by Bu Jin, Xinyu Liu, Jin, Bu +15 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Explainable Artificial Intelligence (XAI)
12. TOD3Cap: Towards 3D Dense Captioning in Outdoor Scenes
    2024/03/28 by Bu Jin, Jin, Bu, Yupeng Zheng +27 · 7 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
13. Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing
    2024/06/08 by Biqing Qi, Pengfei Li, Qi, Biqing +9 · 7 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems
14. Constrained Update Projection Approach to Safe Policy Optimization
    2022/09/15 by Yang Long, Yang, Long, Jiaming Ji +13 · 4 citations
    Computer Science · #Reinforcement Learning in Robotics #Software Reliability and Analysis Research
15. PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
    2024/06/03 by Tianjing Zeng, Junwei Lan, Zeng, Tianjing +17 · 6 citations
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving
    2025/02/11 by Xiang Li, Li, Xiang, Pengfei Li +9 · 8 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Advanced Neural Network Applications
17. Recasting and optimizing intersection automation as a connected-and-automated-vehicle (CAV) scheduling problem: A sequential branch-and-bound search approach in phase-time-traffic hypernetwork
    2017/10/14 by Pengfei (Taylor) Li, Pengfei Li, Xuesong Zhou · 4 citations
    Engineering · Social Sciences · #Traffic control and management #Transportation Planning and Optimization #Transportation and Mobility Innovations
18. LODE: Locally Conditioned Eikonal Implicit Scene Completion from Sparse LiDAR
    2023/02/27 by Pengfei Li, Ruowen Zhao, Li, Pengfei +11 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
19. Towards Environmentally Equitable AI via Geographical Load Balancing
    2023/06/20 by Pengfei Li, Li, Pengfei, Jianyi Yang +5 · 4 citations
    Decision Sciences · Engineering · Environmental Science · #demographic modeling and climate adaptation #Smart Cities and Technologies #Sustainability and Climate Change Governance
20. PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing
    2023/03/20 by Xiaozhe Ren, Pingyi Zhou, Ren, Xiaozhe +30 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Expert finding and Q&A systems
21. DILI: A Distribution-Driven Learned Index (Extended version)
    2023/04/18 by Pengfei Li, Hua Lu, Li, Pengfei +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
22. Small Bottle, Big Pipe: Quantifying and Addressing the Impact of Data Centers on Public Water Systems
    2026/03/03 by Yuelin Han, Pengfei Li, Adam Wierman +1 · 7 voices · 1 citation
    #cs.CY
23. PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning
    2024/06/03 by Yupeng Zheng, Zebin Xing, Zheng, Yupeng +19 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO)
24. Afford-X: Generalizable and Slim Affordance Reasoning for Task-oriented Manipulation
    2025/03/05 by Xiaomeng Zhu, Yuyang Li, Zhu, Xiaomeng +11 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
25. From Semi-supervised to Omni-supervised Room Layout Estimation Using Point Clouds
    2023/01/31 by Huan-ang Gao, Gao, Huan-ang, Beiwen Tian +13 · 1 citation
    Engineering · Earth and Planetary Sciences · Computer Science · #Robotics and Sensor-Based Localization #3D Surveying and Cultural Heritage #Advanced Vision and Imaging
26. Learning-Augmented Decentralized Online Convex Optimization in Networks
    2023/06/16 by Pengfei Li, Jianyi Yang, Li, Pengfei +5 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Network Optimization #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Wireless Networks and Protocols
27. City-scale Incremental Neural Mapping with Three-layer Sampling and Panoptic Representation
    2022/09/28 by Yongliang Shi, Runyi Yang, Shi, Yongliang +9 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Robotics (cs.RO) #Robotics and Sensor-Based Localization
28. LLM-PySC2: Starcraft II learning environment for Large Language Models
    2024/11/08 by Zongyuan Li, Li, Zongyuan, Yanan Ni +24 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
29. Influences of Reactant Injection Velocities on Moderate or Intense Low-Oxygen Dilution Coal Combustion
    2013/09/30 by Zhenfeng Mei, Pengfei Li, Feifei Wang +2 · 1 citation
    Chemical Engineering · Engineering · #Advanced Combustion Engine Technologies #Combustion and flame dynamics #Thermochemical Biomass Conversion Processes
30. TabPFN: One Model to Rule Them All?
    2025/05/26 by Qiong Zhang, Zhang, Qiong, Tan Yan +5 · 3 citations
    Computer Science · Medicine · #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education #Generative Adversarial Networks and Image Synthesis
31. Radial acceleration relation of galaxies with joint kinematic and weak-lensing data
    2023/10/23 by Tobias Mistele, Stacy McGaugh, Federico Lelli +3 · 1 voice · 1 citation
    Physics and Astronomy · #Astronomy and Astrophysical Research #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #astro-ph.CO #astro-ph.GA #gr-qc
32. A Water Efficiency Dataset for African Data Centers
    2024/12/04 by Noah Shumba, Opelo Tshekiso, Shumba, Noah +7 · 1 citation
    Engineering · Environmental Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Energy Management #Water-Energy-Food Nexus Studies
33. Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding
    2024/10/31 by Jinlong He, Pengfei Li, He, Jinlong +5 · 1 citation
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
34. Rivers of change: the Tethyan Himalaya records how the Gondwanide orogeny altered Late Triassic global climate
    2025/10/18 by Zhen Li, Pengfei Li, Gideon Rosenbaum +4 · 1 citation
    Earth and Planetary Sciences · Computer Science · #Geological and Geochemical Analysis #Geochemistry and Geologic Mapping #Geological and Geophysical Studies
35. Quiescent and traveling solitons in the fractional parametrically driven damped nonlinear Schrödinger equation
    2026/07/20 by Dongdong Wang, Rujiang Li, David Laroze +2 · 1 voice
    #nlin.PS
36. Physics-guided transfer from laboratory spectra to satellite observations reveals coupled salinity–texture–fertility variability in arid irrigated croplands
    2026/07/24 by Mingyue Sun, Ping Gong, Pengfei Li +3
    Environmental Science · #Soil Moisture and Remote Sensing #Remote Sensing in Agriculture #Soil Geostatistics and Mapping
37. Strain-Rate-Dependent Mechanical Response and Ballistic Behavior of Ultra-high molecular weight polyethylene Fiber-Reinforced Composites
    2026/07/17 by Xingchen Liu, Chaoyang Wu, Qihui Chen +5
    Engineering · Materials Science · #Mechanical Behavior of Composites #Polymer crystallization and properties #Structural Response to Dynamic Loads
38. Complete Mitochondrial Genome Analysis of Atypopenaeus stenodactylus and Its Phylogenetic Significance Within Penaeidae
    2026/07/27 by Haoxue Wang, Jiaying Zeng, Pengfei Li +1