Liu, Zhenyu
- Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
2025/05/08 by Yunxin Li, Zhenyu Liu, Li, Yunxin +40 · 29 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Speech and dialogue systems
- A Survey of Large Language Models Attribution
2023/11/07 by Dongfang Li, Li, Dongfang, Zetian Sun +13 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Improving Attributed Text Generation of Large Language Models via Preference Learning
2024/03/27 by Li, Dongfang, Sun, Zetian, Hu, Baotian +4 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model
2025/01/02 by Xinshuo Hu, Zifei Shan, Hu, Xinshuo +20 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation
2023/08/16 by Xinshuo Hu, Dongfang Li, Hu, Xinshuo +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering Research #Topic Modeling
- Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training
2024/08/15 by Shilong Fan, Zhenyu Liu, Fan, Shilong +5 · 4 citations
Engineering · #Advanced Wireless Communication Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Power Line Communications and Noise
- Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention
2021/11/10 by Yunkun Xu, Zhenyu Liu, Xu, Yunkun +9 · 2 citations
Health Professions · Engineering · #Occupational Health and Safety Research #Safety Systems Engineering in Autonomy
- FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG
2024/10/14 by Xinping Zhao, Zhao, Xinping, Yan Zhong +13 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
- Optimal control-based inverse determination of electrode distribution for electroosmotic micromixer
2016/01/01 by Ji, Yuan, Deng, Yongbo, Liu, Zhenyu +2 · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Optimization and Control (math.OC)
- An Efficient Deep Learning Framework for Low Rate Massive MIMO CSI Reporting
2019/12/23 by Liu, Zhenyu, Zhang, Lin, Ding, Zhi · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- In-Context Learning State Vector with Inner and Momentum Optimization
2024/04/17 by Dongfang Li, Zhenyu Liu, Li, Dongfang +9 · 2 citations
Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Fault Detection and Control Systems
- Intelligent CAD 2.0
2024/10/02 by Qiang Zou, Zou, Qiang, Yincai Wu +7 · 2 citations
Engineering · #3D Modeling in Geospatial Applications #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #I.3.5
- Joint Beamforming for Multi-target Detection and Multi-user Communication in ISAC Systems
2024/11/01 by Zongyao Zhao, Zhao, Zongyao, Zhenyu Liu +11 · 2 citations
Computer Science · Engineering · #Advanced SAR Imaging Techniques #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #Radar Systems and Signal Processing #Signal Processing (eess.SP) #electronic engineering #information engineering
- KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
2025/06/26 by Zhao, Xinping, Hu, Xinshuo, Shan, Zifei +14 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization
2025/05/25 by Yunxin Li, Xinyu Chen, Li, Yunxin +13 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
- Vision Enhancing LLMs: Empowering Multimodal Knowledge Storage and Sharing in LLMs
2023/11/27 by Yunxin Li, Li, Yunxin, Liu, Zhenyu +9 · 1 citation
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
- Dig-CSI: A Distributed and Generative Model Assisted CSI Feedback Training Framework
2023/12/10 by Du, Zhilin, Li, Haozhen, Liu, Zhenyu +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Take Off the Training Wheels Progressive In-Context Learning for Effective Alignment
2025/03/13 by Liu, Zhenyu, Li, Dongfang, Hu, Xinshuo +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Generalizing Deep Learning-Based CSI Feedback in Massive MIMO via ID-Photo-Inspired Preprocessing
2024/09/20 by Zhenyu Liu, Yi Ma, Liu, Zhenyu +3 · 1 citation
Engineering · Computer Science · #Antenna Design and Optimization #Advanced MIMO Systems Optimization #Wireless Signal Modulation Classification
- B-ISAC: Backscatter Integrated Sensing and Communication for IoE Applications
2024/07/27 by Zhao, Zongyao, Dong, Yuhan, Wei, Tiankuo +3 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
- U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding
2025/05/23 by Le, Anjie, Liu, Henan, Wang, Yue +18 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion
2024/10/14 by Zhao, Xinping, Yu, Jindi, Liu, Zhenyu +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Guardians of Discourse: Evaluating LLMs on Multilingual Offensive Language Detection
2024/10/21 by He, Jianfei, Wang, Lilin, Wang, Jiaying +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- GFocal: A Global-Focal Neural Operator for Solving PDEs on Arbitrary Geometries
2025/08/06 by Fei, Fangzhi, Hu, Jiaxin, Li, Qiaofeng +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)