Pingchuan Ma
- Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens
2025/08/02 by Chengshuai Zhao, Zhao, Chengshuai, Zhen Tan +13 · 35 voices · 20 citations
#cs.AI #cs.CL #cs.LG
- KAN 2.0: Kolmogorov-Arnold Networks Meet Science
2024/08/19 by Ziming Liu, Pingchuan Ma, Liu, Ziming +7 · 1 voice · 25 citations
#cs.LG #cs.AI #physics.comp-ph #physics.data-an
- End-to-end Audiovisual Speech Recognition
2018/02/18 by Stavros Petridis, Petridis, Stavros, Themos Stafylakis +9 · 1 voice · 4 citations
#cs.CV
- FMBoost: Boosting Latent Diffusion with Flow Matching
2023/12/12 by Johannes Schusterbauer, Ming Gui, Pingchuan Ma +5 · 2 voices · 7 citations
Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #cs.CV
- LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
2024/05/16 by Pingchuan Ma, Ma, Pingchuan, Tsun-Hsuan Wang +13 · 21 citations
Decision Sciences · #Scientific Computing and Data Management
- Gut-Innervating Nociceptor Neurons Regulate Peyer’s Patch Microfold Cells and SFB Levels to Mediate Salmonella Host Defense
2019/12/05 by Nicole Y. Lai, Melissa A. Musser, Felipe A. Pinho-Ribeiro +27 · 7 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · Psychology · #Gut microbiota and health #Vagus Nerve Stimulation Research #Neuroendocrine regulation and behavior
- ZigMa: A DiT-style Zigzag Mamba Diffusion Model
2024/03/20 by Vincent Tao Hu, Stefan Andreas Baumann, Hu, Vincent Tao +10 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics
2023/04/27 by Pingchuan Ma, Ma, Pingchuan, Peter Yichen Chen +11 · 10 citations
Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #Robot Manipulation and Learning #Human Pose and Action Recognition
- Physically Compatible 3D Object Modeling from a Single Image
2024/05/30 by Minghao Guo, Guo, Minghao, Bohan Wang +15 · 11 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Efficient Continuous Pareto Exploration in Multi-Task Learning
2020/06/29 by Pingchuan Ma, Tao Du, Ma, Pingchuan +3 · 7 citations
Computer Science · #Educational Technology and Assessment #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms
- Split and Merge: Aligning Position Biases in LLM-based Evaluators
2023/09/29 by Zongjie Li, Chaozheng Wang, Li, Zongjie +10 · 9 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
- ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility
2023/09/29 by Yunsheng Tian, Tian, Yunsheng, Karl D. D. Willis +23 · 6 citations
Engineering · Computer Science · #Manufacturing Process and Optimization #Image Processing and 3D Reconstruction #3D Shape Modeling and Analysis
- How Can Large Language Models Help Humans in Design and Manufacturing?
2023/07/25 by Liane Makatura, Makatura, Liane, Michael Foshey +33 · 6 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering Research
- Motion Flow Matching for Human Motion Synthesis and Editing
2023/12/14 by Vincent Tao Hu, Hu, Vincent Tao, Wenzhe Yin +17 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
- Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs
2024/04/27 by Zhenlan Ji, Daoyuan Wu, Ji, Zhenlan +7 · 7 citations
Computer Science · #Multi-Agent Systems and Negotiation #Logic, Reasoning, and Knowledge #AI-based Problem Solving and Planning
- Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System
2023/04/02 by Pingchuan Ma, Ma, Pingchuan, Rui Ding +7 · 5 citations
Decision Sciences · Computer Science · #Data Quality and Management #Topic Modeling #Natural Language Processing Techniques
- RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation
2022/05/11 by Pingchuan Ma, Tao Du, Ma, Pingchuan +7 · 4 citations
Computer Science · Medicine · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO) #Stroke Rehabilitation and Recovery
- On Extracting Specialized Code Abilities from Large Language Models: A Feasibility Study
2023/03/06 by Zongjie Li, Li, Zongjie, Chaozheng Wang +12 · 5 citations
Computer Science · #Software Engineering Research #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
- Diffusion Models and Representation Learning: A Survey
2024/06/30 by Michael Fuest, Fuest, Michael, Pingchuan Ma +8 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Speech Recognition and Synthesis
- XInsight: eXplainable Data Analysis Through The Lens of Causality
2022/07/26 by Pingchuan Ma, Ma, Pingchuan, Rui Ding +7 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Data Mining Algorithms and Applications #Databases (cs.DB) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Towards Pose-invariant Lip-Reading
2019/11/14 by Shiyang Cheng, Pingchuan Ma, Cheng, Shiyang +11 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Speech and Audio Processing
- Towards Practical Lipreading with Distilled and Efficient Models
2020/07/13 by Pingchuan Ma, Brais Martínez, Ma, Pingchuan +5 · 2 citations
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Tactile and Sensory Interactions
- NeuralFluid: Neural Fluidic System Design and Control with Differentiable Simulation
2024/05/22 by Yifei Li, Li, Yifei, Yuchen Sun +11 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fuzzy Logic and Control Systems #Graphics (cs.GR) #Hydraulic and Pneumatic Systems
- Causality-Aided Trade-off Analysis for Machine Learning Fairness
2023/05/22 by Zhenlan Ji, Ji, Zhenlan, Pingchuan Ma +5 · 2 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Software Engineering (cs.SE)
- SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision
2023/03/30 by Xubo Liu, Liu, Xubo, Egor Lakomkin +21 · 2 citations
Computer Science · Engineering · #Speech and Audio Processing #Face recognition and analysis #Indoor and Outdoor Localization Technologies
- Unleashing the Power of Compiler Intermediate Representation to Enhance Neural Program Embeddings
2022/04/20 by Zongjie Li, Pingchuan Ma, Li, Zongjie +11 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research
- InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language Models
2023/12/04 by Xunguang Wang, Wang, Xunguang, Zhenlan Ji +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- An Empirical Study on Large Language Models in Accuracy and Robustness under Chinese Industrial Scenarios
2024/01/27 by Zongjie Li, Wenying Qiu, Li, Zongjie +15 · 1 citation
Computer Science · #Natural Language Processing Techniques
- Does VLM Classification Benefit from LLM Description Semantics?
2024/12/16 by Pingchuan Ma, Ma, Pingchuan, Lennart Rietdorf +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Advanced Computational Techniques and Applications
- KQFuzz: Knowledge-Guided Fuzzing for Quantum Libraries via Large Language Models
2026/07/28 by Fuyuan Xia, Qixin Zhang, Chenhao Ying +5
#cs.SE #cs.AI #cs.MA #quant-ph
- ENCORE: Event-Assisted Complementary Motion Refinement for Learned Video Compression
2026/07/30 by Shuhan Ye, Hongbin Yu, Chenqi Kong +4
Computer Science · #cs.CV
- OmniQEC: discovering practical quantum error-correcting codes by an AI scientist
2026/07/28 by Ge Yan, Shanchuan Li, Pengyue Ma +5
#quant-ph #cs.AI #cs.MA