Gen Li
- The GTEx Consortium atlas of genetic regulatory effects across human tissues
2020/09/10 by François Aguet, Shankara Anand, Kristin Ardlie +97 · 86 citations
Biochemistry, Genetics and Molecular Biology · #RNA Research and Splicing #RNA modifications and cancer #Genomics and Chromatin Dynamics
- Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
2023/10/08 by Lu Yin, Yin, Lu, You Wu +24 · 1 voice · 24 citations
Computer Science · #cs.LG
- Evaluating Large Language Models in Scientific Discovery
2025/12/17 by Zhangde Song, Song, Zhangde, Jieyu Lu +109 · 18 voices · 2 citations
Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- Accelerating Convergence of Score-Based Diffusion Models, Provably
2024/03/06 by Gen Li, Li, Gen, Yu Huang +9 · 17 citations
Mathematics · #Statistical Methods and Inference
- Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training
2019/08/16 by Gen Li, Li, Gen, Nan Duan +9 · 14 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding
2023/03/16 by Gen Li, Varun Jampani, Li, Gen +5 · 12 citations
Computer Science · Engineering · #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Human Pose and Action Recognition
- One-Shot Open Affordance Learning with Foundation Models
2023/11/29 by Gen Li, Deqing Sun, Li, Gen +5 · 14 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning
- VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
2022/05/13 by Yuchao Gu, Gu, Yuchao, Xintao Wang +11 · 9 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 #Generative Adversarial Networks and Image Synthesis
- Direct neutrino-mass measurement based on 259 days of KATRIN data
2025/04/10 by M. Aker, Dominic Batzler, A. Beglarian +97 · 1 voice · 24 citations
Physics and Astronomy · #Neutrino Physics Research #Particle physics theoretical and experimental studies #Astrophysics and Cosmic Phenomena
- Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models
2023/06/15 by Gen Li, Li, Gen, Yuting Wei +5 · 11 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistics Theory (math.ST)
- A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models
2024/08/05 by Gen Li, Li, Gen, Yuting Wei +5 · 16 citations
Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Signal Processing (eess.SP) #Statistics Theory (math.ST) #Stochastic processes and financial applications #electronic engineering #information engineering
- DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models
2023/07/05 by Liangbin Xie, Xie, Liangbin, Xintao Wang +11 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Multimedia (cs.MM)
- DartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control
2024/10/07 by Kaifeng Zhao, Zhao, Kaifeng, Gen Li +3 · 15 citations
Engineering · #Human Motion and Animation
- Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
2024/05/23 by Gen Li, Li, Gen, Yuling Yan +1 · 8 citations
Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Statistics Theory (math.ST)
- PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report
2018/10/03 by Andrey Ignatov, Ignatov, Andrey, Radu Timofte +91 · 3 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
- EgoGen: An Egocentric Synthetic Data Generator
2024/01/16 by Gen Li, Kaifeng Zhao, Li, Gen +13 · 6 citations
Computer Science · #Advanced Vision and Imaging #Virtual Reality Applications and Impacts #Human Pose and Action Recognition
- A Non-Asymptotic Framework for Approximate Message Passing in Spiked Models
2022/08/05 by Gen Li, Yuting Wei, Li, Gen +1 · 4 citations
Mathematics · Computer Science · Engineering · #Random Matrices and Applications #Blind Source Separation Techniques #Sparse and Compressive Sensing Techniques
- O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions
2024/09/27 by Gen Li, Li, Gen, Yuling Yan +1 · 8 citations
Decision Sciences · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Probabilistic and Robust Engineering Design #Statistics Theory (math.ST)
- Towards a mathematical theory for consistency training in diffusion models
2024/02/12 by Gen Li, Zhihan Huang, Li, Gen +3 · 5 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications
- Internal Energy Based Grid-Forming Control for MMC-HVDC Systems With Wind Farm Integration
2022/09/12 by Renxin Yang, Gang Shi, Chen Zhang +2 · 3 citations
Engineering · #HVDC Systems and Fault Protection #Microgrid Control and Optimization #High-Voltage Power Transmission Systems
- Embodied large language models enable robots to complete complex tasks in unpredictable environments
2025/03/18 by Ruaridh Mon-Williams, Gen Li, Ran Long +2 · 1 voice · 10 citations
Computer Science · Engineering · #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- Learning Precise Affordances from Egocentric Videos for Robotic Manipulation
2024/08/19 by Gen Li, Li, Gen, Nikolaos Tsagkas +11 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Robotics (cs.RO)
- NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results
2022/05/11 by Yawei Li, Kai Zhang, Li, Yawei +207 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
- Approximate message passing from random initialization with applications to ℤ2 synchronization
2023/02/07 by Gen Li, Li, Gen, Wei Fan +3 · 3 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST) #electronic engineering #information engineering
- Provable Acceleration for Diffusion Models under Minimal Assumptions
2024/10/30 by Gen Li, Changxiao Cai, Li, Gen +1 · 4 citations
Computer Science · #Advanced Mathematical Modeling in Engineering
- Statistical Inference for Policy Evaluation with Temporal Difference Learning
2024/10/21 by Weichen Wu, Wu, Weichen, Gen Li +5 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies
- Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization
2025/04/12 by Gen Li, Yang Xiao, Li, Gen +9 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning
2025/09/10 by Liyang Chen, Tianxiang Ma, Chen, Liyang +17 · 9 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Face recognition and analysis
- Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning
2023/05/17 by Gen Li, Wenhao Zhan, Li, Gen +7 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics #Statistics Theory (math.ST) #Transportation and Mobility Innovations
- Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
2023/03/15 by Gen Li, Jie Ji, Li, Gen +13 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
- Instance-dependent Convergence Theory for Diffusion Models
2024/10/17 by Yuchen Jiao, Jiao, Yuchen, Gen Li +1 · 4 citations
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
- Breaking AR's Sampling Bottleneck: Provable Acceleration via Diffusion Language Models
2025/05/27 by Gen Li, Changxiao Cai, Li, Gen +1 · 7 citations
Computer Science · Social Sciences · #Natural Language Processing Techniques #Language and cultural evolution
- Phase Transitions of Spectral Initialization for High-Dimensional\n Nonconvex Estimation
2017/02/21 by Yue M. Lu, Gen Li, Lu, Yue M. +1 · 1 citation
Engineering · Mathematics · Physics and Astronomy · #Advanced X-ray Imaging Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
- Minimax Optimality of the Probability Flow ODE for Diffusion Models
2025/03/12 by Changxiao Cai, Cai, Changxiao, Gen Li +1 · 4 citations
Decision Sciences · #Simulation Techniques and Applications
- ProSTAGE: Predicting Effects of Mutations on Protein Stability by Using Protein Embeddings and Graph Convolutional Networks
2024/01/02 by Gen Li, Sijie Yao, Long Fan · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · #Protein Structure and Dynamics #Microbial Metabolic Engineering and Bioproduction #Machine Learning in Bioinformatics
- Dimension-Free Convergence of Diffusion Models for Approximate Gaussian Mixtures
2025/04/07 by Gen Li, Li, Gen, Changxiao Cai +3 · 4 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Markov Chains and Monte Carlo Methods #Gaussian Processes and Bayesian Inference
- Artificial intelligence in drug development
2025/01/01 by Kang Zhang, Xin Yang, Yifei Wang +6 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Computational Drug Discovery Methods #Machine Learning in Materials Science
- Magnon cat states in a cavity-magnon-qubit system via two-magnon driving and dissipation
2025/01/15 by Gang Liu, Liu, Gang, Gen Li +5 · 2 citations
Physics and Astronomy · #FOS: Physical sciences #Force Microscopy Techniques and Applications #High Energy Physics - Experiment (hep-ex) #Mechanical and Optical Resonators #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
- Minimax-Optimal Multi-Agent Robust Reinforcement Learning
2024/12/27 by Yuchen Jiao, Jiao, Yuchen, Gen Li +1 · 3 citations
Computer Science · #Reinforcement Learning in Robotics
- Faster Diffusion Models via Higher-Order Approximation
2025/06/30 by Gen Li, Li, Gen, Yuchen Zhou +5 · 4 citations
Computer Science · Mathematics · #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods #Generative Adversarial Networks and Image Synthesis
- Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report
2022/11/07 by Andrey Ignatov, Ignatov, Andrey, Radu Timofte +188 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation
2019/07/26 by Gen Li, Inyoung Yun, Li, Gen +5 · 2 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
- Condense, Don't Just Prune: Enhancing Efficiency and Performance in MoE Layer Pruning
2024/11/26 by Gen Li, Cao, Mingyu, Li, Gen +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Engineering and Information Technology #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Removing Interference and Recovering Content Imaginatively for Visible Watermark Removal
2023/12/22 by Yicheng Leng, Chaowei Fang, Leng, Yicheng +7 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #electronic engineering #information engineering
- OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models
2025/09/22 by Chen, Jinshu, Xinghui Li, Li, Xinghui +18 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis
- Inflight Performance and Calibrations of the Lyman-Alpha Solar Telescope on Board the Advanced Space-Based Solar Observatory
2024/08/01 by Bo Chen, Li Feng, Guang Zhang +43 · 2 citations
Physics and Astronomy · Computer Science · Energy · #Solar and Space Plasma Dynamics #Solar Radiation and Photovoltaics #Photovoltaic System Optimization Techniques
- A comprehensive all-in-one CRISPR toolbox for large-scale screens in plants
2025/04/01 by Yanhao Cheng, Gen Li, Aileen Qi +5 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · #Plant tissue culture and regeneration #CRISPR and Genetic Engineering
- Metal–Organic Frameworks Coordination‐Oriented Polymer Dielectrics for Neuromorphic Vision Sensors
2025/01/09 by Dongyang Zhu, Jing Du, Zhongxiang Peng +9 · 1 voice · 1 citation
Engineering · Materials Science · #Advanced Memory and Neural Computing #Conducting polymers and applications #Luminescence and Fluorescent Materials
- Evo-1: Lightweight Vision-Language-Action Model with Preserved Semantic Alignment
2025/11/06 by Tao Lin, Lin, Tao, Yilei Zhong +24 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- A Statistical Study of Solar White-Light Flares Observed by the White-Light Solar Telescope of the Lyman-Alpha Solar Telescope on the Advanced Space-Based Solar Observatory (ASO-S/LST/WST) at 360 nm
2024/01/23 by Zhichen Jing, Ying Li, Li Feng +28 · 2 citations
Physics and Astronomy · #Solar and Space Plasma Dynamics #Stellar, planetary, and galactic studies #Ionosphere and magnetosphere dynamics
- Enhancing CRISPR‐Cas12a base editing in plants with LbCas12a variants and introns
2026/04/02 by Yanhao Cheng, Gen Li, Man Zhou +3 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · #CRISPR and Genetic Engineering #Photosynthetic Processes and Mechanisms #RNA regulation and disease
- Evidence-Grounded AI for Musculoskeletal Care
2026/07/14 by Wenjie Li, Yujie Zhang, Fanrui Zhang +34
#cs.AI
- Compositional fingerprinting of Pistacia chinensis seed oil and derived biodiesel: a glyceride-rich fingerprint enabling sustainable fuel quality control
2026/07/23 by Yue Liu, Yue Wang, Mingyang Cong +7
Nursing · Engineering · Biochemistry, Genetics and Molecular Biology · #Nuts composition and effects #Biodiesel Production and Applications #Plant biochemistry and biosynthesis
- Provable diffusion-based posterior sampling for linear inverse problems via DDIM
2026/07/21 by Yuchen Jiao, Na Li, Changxiao Cai +2
#cs.LG #cs.AI #stat.ML
- ReViV: Reconstructing the Viewer and the View in 4D from Monocular Egocentric Video
2026/07/20 by Xiaozhong Lyu, Gen Li, Zhiyin Qian +3
#cs.CV #cs.AI