Chen, Liangyu
- Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model
2025/02/14 by Guoqing Ma, Ma, Guoqing, Haoyang Huang +235 · 4 voices · 49 citations
Computer Science · #Video Coding and Compression Technologies #cs.CL #cs.CV
- Simple Baselines for Image Restoration
2022/04/10 by Liangyu Chen, Xiaojie Chu, Chen, Liangyu +5 · 75 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
- OpenThoughts: Data Recipes for Reasoning Models
2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 69 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
- Otter: A Multi-Modal Model with In-Context Instruction Tuning
2023/05/05 by Bo Li, Li, Bo, Yuanhan Zhang +9 · 44 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
2024/07/01 by Yubo Ma, Ma, Yubo, Yuhang Zang +29 · 39 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- MIMIC-IT: Multi-Modal In-Context Instruction Tuning
2023/06/08 by Bo Li, Li, Bo, Yuanhan Zhang +13 · 26 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Subtitles and Audiovisual Media
- C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness
2024/12/16 by Yu Kang, Xiaorui Sun, Kang, Yu +5 · 43 citations
Neuroscience · Psychology · #Cognitive Abilities and Testing #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mind wandering and attention
- Large Language Models are Visual Reasoning Coordinators
2023/10/23 by Liangyu Chen, Bo Li, Chen, Liangyu +13 · 16 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Transmon qubit readout fidelity at the threshold for quantum error correction without a quantum-limited amplifier
2022/08/11 by Chen, Liangyu, Li, Hang-Xi, Lu, Yong +17 · 12 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- MMInA: Benchmarking Multihop Multimodal Internet Agents
2024/04/15 by Shulin Tian, Ziniu Zhang, Tian, Shulin +5 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models
2024/01/05 by Na Liu, Liu, Na, Liangyu Chen +9 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Improving Image Restoration by Revisiting Global Information Aggregation
2021/12/08 by Chu, Xiaojie, Chen, Liangyu, Chen, Chengpeng +1 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- NAFSSR: Stereo Image Super-Resolution Using NAFNet
2022/04/19 by Xiaojie Chu, Chu, Xiaojie, Liangyu Chen +3 · 5 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
2025/01/13 by Alejandro Lozano, Min Sun, Lozano, Alejandro +27 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- Points as Queries: Weakly Semi-supervised Object Detection by Points
2021/04/15 by Liangyu Chen, Tong Yang, Chen, Liangyu +7 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Panoptic Video Scene Graph Generation
2023/11/28 by Jingkang Yang, Wenxuan Peng, Yang, Jingkang +19 · 5 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 #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Dissecting Quantum Many-body Chaos in the Krylov Space
2024/04/12 by Liangyu Chen, Baoyuan Mu, Chen, Liangyu +5 · 5 citations
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum many-body systems #Strongly Correlated Electrons (cond-mat.str-el) #Theoretical and Computational Physics
- Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding
2025/07/25 by StepFun, :, Bin Wang +284 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- ChatHome: Development and Evaluation of a Domain-Specific Language Model for Home Renovation
2023/07/28 by Wen, Cheng, Sun, Xianghui, Zhao, Shuaijiang +3 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement
2024/09/17 by S.S. Yu, Liangyu Chen, Yu, Simon +5 · 4 citations
Agricultural and Biological Sciences · #Animal Disease Management and Epidemiology #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Making Your First Choice: To Address Cold Start Problem in Vision Active Learning
2022/10/05 by Chen, Liangyu, Bai, Yutong, Huang, Siyu +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation
2023/10/16 by Ruiqi Wu, Liangyu Chen, Wu, Ruiqi +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Fast unconditional reset and leakage reduction in fixed-frequency transmon qubits
2024/09/25 by Chen, Liangyu, Fors, Simon Pettersson, Yan, Zixian +24 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation Model
2025/03/14 by Haoyang Huang, Guoqing Ma, Huang, Haoyang +100 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Quantum SWAP gate realized with CZ and iSWAP gates in a superconducting architecture
2024/12/19 by Križan, Christian, Biznárová, Janka, Chen, Liangyu +19 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- MAI-UI Technical Report: Real-World Centric Foundation GUI Agents
2025/12/26 by Zhou, Hanzhang, Zhang, Xu, Tong, Panrong +8 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code
2024/03/30 by Nakamura, Taishi, Mishra, Mayank, Tedeschi, Simone +42 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ChartM3: Benchmarking Chart Editing with Multimodal Instructions
2025/07/25 by Yang, Donglu, Zhang, Liang, Yue, Zihao +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unveiling Visual Biases in Audio-Visual Localization Benchmarks
2024/08/25 by Chen, Liangyu, Yue, Zihao, Xu, Boshen +1 · 1 citation
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- Quantum Process Tomography with Digital Twins of Error Matrices
2025/05/12 by Huang, Tangyou, Gaikwad, Akshay, Moskalenko, Ilya +19 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- A small footprint travelling-wave parametric amplifier with a high Signal-to-Noise Ratio improvement in a wide band
2024/08/29 by Nilsson, Hampus Renberg, Chen, Liangyu, Tancredi, Giovanna +6 · 1 citation
#Applied Physics (physics.app-ph) #FOS: Physical sciences #Quantum Physics (quant-ph)
- Rényi Entanglement of Purification and Half Rényi Reflected Entropy in Free Scalar Theory
2025/01/19 by Chen, Liangyu · 1 citation
#FOS: Physical sciences #High Energy Physics - Theory (hep-th)
- DUP: Detection-guided Unlearning for Backdoor Purification in Language Models
2025/08/03 by Hu, Man, Ding, Yahui, Yang, Yatao +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences