Jian Liang
- DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
2025/01/22 by DeepSeek-AI, Daya Guo, Guo, Daya +404 · 93 voices · 1692 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
- DeepSeek-V3 Technical Report
2024/12/27 by DeepSeek-AI, Aixin Liu, Liu, Aixin +404 · 39 voices · 7 citations
Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
- DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
2024/05/07 by DeepSeek-AI, Aixin Liu, Bei Feng +310 · 5 voices · 245 citations
Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
- Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
2020/02/19 by Jian Liang, Dapeng Hu, Liang, Jian +3 · 85 citations
Computer Science · Medicine · #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) #Multimodal Machine Learning Applications
- NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion
2021/11/24 by Chenfei Wu, Wu, Chenfei, Jian Liang +11 · 2 voices · 9 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.AI #cs.CV
- DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory
2023/08/16 by Shengming Yin, Yin, Shengming, Chenfei Wu +10 · 37 citations
Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Human Motion and Animation
- A Comprehensive Survey on Test-Time Adaptation Under Distribution Shifts
2024/07/18 by Jian Liang, Ran He, Tieniu Tan · 51 citations
- Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer
2020/12/14 by Jian Liang, Dapeng Hu, Liang, Jian +7 · 15 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- TALL: Thumbnail Layout for Deepfake Video Detection
2023/07/14 by Yuting Xu, Xu, Yuting, Jian Liang +9 · 17 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis
2022/07/20 by Chenfei Wu, Jian Liang, Wu, Chenfei +15 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- The role of proactive personality in job satisfaction and organizational citizenship behavior: A relational perspective.
2010/01/01 by Ning Li, Jian Liang, J. Michael Crant · 27 citations
Business, Management and Accounting · Psychology · #Job Satisfaction and Organizational Behavior #Customer Service Quality and Loyalty #Attachment and Relationship Dynamics
- Why Attentions May Not Be Interpretable?
2020/06/10 by Bing Bai, Jian Liang, Bai, Bing +9 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- DINE: Domain Adaptation from Single and Multiple Black-box Predictors
2021/04/04 by Jian Liang, Liang, Jian, Dapeng Hu +5 · 5 citations
Computer Science · Medicine · #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) #Multimodal Machine Learning Applications
- LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
2024/07/25 by Zhengbo Wang, Jian Liang, Wang, Zhengbo +4 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning
2021/02/12 by Yifan Zhang, Bryan Hooi, Zhang, Yifan +7 · 5 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
2024/05/07 by Jian Jia, Yipei Wang, Jia, Jian +19 · 7 citations
Computer Science · #Educational Technology and Assessment #Text and Document Classification Technologies #Online Learning and Analytics
- ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation
2022/05/29 by Yuhe Ding, Sheng Lijun, Ding, Yuhe +7 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances
2024/09/18 by Shuo Lu, Lu, Shuo, Y. Wang +9 · 8 citations
Engineering · #Advanced Chemical Sensor Technologies
- R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning
2025/04/15 by Lijun Sheng, Jian Liang, Sheng, Lijun +5 · 10 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Domain Adaptation with Auxiliary Target Domain-Oriented Classifier
2020/07/08 by Jian Liang, Liang, Jian, Dapeng Hu +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #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
- Mind the Label Shift of Augmentation-based Graph OOD Generalization
2023/03/27 by Junchi Yu, Yu, Junchi, Jian Liang +3 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
2023/08/24 by Jian Liang, Sheng Lijun, Liang, Jian +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #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
- STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay
2024/07/22 by Yongcan Yu, Yu, Yongcan, Sheng Lijun +5 · 4 citations
Medicine · Computer Science · #Advanced MRI Techniques and Applications #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques
- Which Model to Transfer? A Survey on Transferability Estimation
2024/02/23 by Yuhe Ding, Bo Jiang, Ding, Yuhe +7 · 3 citations
Engineering · #Advanced Materials Characterization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks
2022/10/21 by Jiyang Guan, Jian Liang, Guan, Jiyang +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification
2023/07/06 by Yongcan Yu, Sheng Lijun, Yu, Yongcan +5 · 2 citations
Computer Science · Medicine · #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) #Neonatal and fetal brain pathology
- Self-Paced Learning: an Implicit Regularization Perspective
2016/06/01 by Yanbo Fan, Ran He, Fan, Yanbo +5 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
- Hybrid Differentially Private Federated Learning on Vertically Partitioned Data
2020/09/06 by Chang Wang, Jian Liang, Wang, Chang +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation
2023/09/25 by Yuxi Wang, Wang, Yuxi, Jian Liang +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- SayAnything: Audio-Driven Lip Synchronization with Conditional Video Diffusion
2025/02/17 by Jun Ma, Ma, Junxian, Shiwen Wang +15 · 3 citations
Computer Science · #Speech and Audio Processing #Music Technology and Sound Studies #Music and Audio Processing
- Sustained productivity and agronomic potential of perennial rice
2022/11/07 by Shilai Zhang, Guangfu Huang, Yujiao Zhang +19 · 1 voice · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Rice Cultivation and Yield Improvement #Bioenergy crop production and management #Genetic Mapping and Diversity in Plants and Animals
- A Curriculum-style Self-training Approach for Source-Free Semantic Segmentation
2021/06/22 by Yuxi Wang, Jian Liang, Wang, Yuxi +3 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Adversarial Filtering Modeling on Long-term User Behavior Sequences for Click-Through Rate Prediction
2022/04/25 by Xiaochen Li, Rui Zhong, Li, Xiaochen +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Online Learning and Analytics #Recommender Systems and Techniques
- Finding Diverse and Predictable Subgraphs for Graph Domain Generalization
2022/06/19 by Junchi Yu, Yu, Junchi, Jian Liang +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models
2025/03/21 by Jian Liang, Wenke Huang, Liang, Jian +7 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- Collaboration Equilibrium in Federated Learning
2021/08/18 by Sen Cui, Jian Liang, Cui, Sen +9 · 1 citation
Computer Science · Mathematics · #Privacy-Preserving Technologies in Data #Advanced Causal Inference Techniques
- Transverse-Momentum-Dependent Wave Functions of Pion from Lattice QCD
2023/02/20 by Min-Huan Chu, Jin-Chen He, Chu, Min-Huan +24 · 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
- HORIZON: High-Resolution Semantically Controlled Panorama Synthesis
2022/10/10 by Kun Yan, Lei Ji, Yan, Kun +11 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
- Exploring Vacant Classes in Label-Skewed Federated Learning
2024/01/04 by Kuangpu Guo, Yuhe Ding, Guo, Kuangpu +9 · 2 citations
Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- KAT-Coder-V2.5 Technical Report
2026/07/06 by Bo Huang, Fengxiang Li, Hao Xu +50 · 1 voice
Computer Science · #cs.SE #cs.AI
- Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks
2024/02/05 by Yanbo Wang, Jian Liang, Wang, Yanbo +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
- AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production
2024/03/12 by J. Wang, Zehua Du, Wang, Jiuniu +21 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #Digital Games and Media #FOS: Computer and information sciences #Multimedia (cs.MM)
- Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction
2024/06/27 by Zhongxiang Fan, Zhaocheng Liu, Fan, Zhongxiang +13 · 1 citation
Computer Science · #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Uni-Layout: Integrating Human Feedback in Unified Layout Generation and Evaluation
2025/08/04 by S. Lu, Lu, Shuo, Yanyin Chen +15 · 4 citations
Computer Science · Engineering · #Interactive and Immersive Displays #3D Shape Modeling and Analysis #Multimodal Machine Learning Applications
- From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection
2025/05/19 by Lincan Cai, Jingxuan Kang, Cai, Lincan +11 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?
2025/04/14 by Yanbo Wang, Jiyang Guan, Wang, Yanbo +5 · 1 citation
Computer Science · Health Professions · #Topic Modeling #Natural Language Processing Techniques #Interpreting and Communication in Healthcare
- Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model
2025/03/06 by Wenke Huang, Huang, Wenke, Jian Liang +29 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- To Trust Or Not To Trust Your Vision-Language Model's Prediction
2025/05/29 by Hao Dong, M. H. Liu, Dong, Hao +7 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Mi-Memory: A Lifecycle Memory Framework for Personal AI
2026/07/21 by Xule Liu, Hanlin Teng, Chao Li +15
#cs.AI
- RECAP: Feedback-Driven Streaming Semantic User Profiles for Short-Video Recommendation
2026/07/17 by Ziyi Zhao, X J Zhou, Xiaoyou Zhou +15
Computer Science · Decision Sciences · Psychology · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Emotion and Mood Recognition
- WhisperRec: Latent Reasoning for Efficient Foundation Recommendation Models
2026/07/29 by Hao Jiang, Peiru Du, Pengfei Yao +10
Computer Science · #cs.AI #cs.IR
- Multi-Decoder OneRec: Controllable Generative Retrieval for Multi-Objective Industrial Recommendation
2026/07/29 by You Wang, Zhao Liu, Guoping Tang +11
Computer Science · #cs.IR