Zheng Liu
- OmniGen: Unified Image Generation
2024/09/17 by Shitao Xiao, Xiao, Shitao, Yueze Wang +18 · 1 voice · 133 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Augmented Reality Applications #Image Retrieval and Classification Techniques
- Long Context Compression with Activation Beacon
2024/01/07 by Peitian Zhang, Zhang, Peitian, Zheng Liu +9 · 3 voices · 15 citations
Computer Science · #Advanced Data Storage Technologies #cs.AI #cs.CL
- C-Pack: Packed Resources For General Chinese Embeddings
2023/09/14 by Shitao Xiao, Xiao, Shitao, Zheng Liu +7 · 103 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
- MLVU: Benchmarking Multi-task Long Video Understanding
2024/06/06 by Junjie Zhou, Zhou, Junjie, Yan Shu +19 · 127 citations
Computer Science · #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
- Large Language Models for Information Retrieval: A Survey
2023/08/14 by Yutao Zhu, Zhu, Yutao, Huaying Yuan +17 · 46 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
2021/05/06 by Junhan Yang, Yang, Junhan, Zheng Liu +16 · 18 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Bandgap engineering of two-dimensional semiconductor materials
2020/08/24 by Andrey Chaves, Javad G. Azadani, Hussain Alsalman +18 · 15 citations
Materials Science · #2D Materials and Applications #Ga2O3 and related materials #Graphene research and applications
- A Neural Corpus Indexer for Document Retrieval
2022/06/06 by Yujing Wang, Wang, Yujing, Yingyan Hou +29 · 13 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Enhancing LLM Reasoning with Reward-guided Tree Search
2024/11/18 by Jinhao Jiang, Zhipeng Chen, Jiang, Jinhao +28 · 1 voice · 7 citations
Computer Science · #Digital Rights Management and Security #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL
- MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation
2024/09/09 by Hongjin Qian, Qian, Hongjin, Zheng Liu +9 · 22 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Robotics and Automated Systems
- MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval
2024/12/19 by Junjie Zhou, Zhou, Junjie, Zheng Liu +14 · 24 citations
Computer Science · #Natural Language Processing Techniques #Image Retrieval and Classification Techniques #Semantic Web and Ontologies
- Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval
2023/12/24 by Zheng Liu, Chaofan Li, Liu, Zheng +6 · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval
2024/06/06 by Junjie Zhou, Zheng Liu, Zhou, Junjie +7 · 13 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- PCDNF: Revisiting Learning-based Point Cloud Denoising via Joint Normal Filtering
2022/09/02 by Zheng Liu, Liu, Zheng, Yaowu Zhao +9 · 7 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Feedback Network for Image Super-Resolution
2019/03/23 by Zhen Li, Jinglei Yang, Li, Zhen +9 · 5 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Image and Signal Denoising Methods
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
2025/05/22 by Shuang Sun, Sun, Shuang, Yuhao Wang +22 · 22 citations
Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Multimodal Machine Learning Applications
- Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
2025/01/03 by Yifan Du, Zikang Liu, Du, Yifan +17 · 13 citations
Computer Science · #Natural Language Processing Techniques
- Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects
2024/03/25 by Zicong Fan, Takehiko Ohkawa, Fan, Zicong +45 · 10 citations
Engineering · Computer Science · Psychology · #Robot Manipulation and Learning #Hand Gesture Recognition Systems #Action Observation and Synchronization
- IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation
2018/06/25 by Shuo Liu, Vijay John, Liu, Shuo +7 · 3 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- Efficient Electrochemical Nitrate Reduction to Ammonia with Copper‐Supported Rhodium Cluster and Single‐Atom Catalysts
2022/03/17 by Huimin Liu, Xiuyao Lang, Chao Zhu +11 · 6 citations
Chemical Engineering · Energy · Computer Science · #Ammonia Synthesis and Nitrogen Reduction #Advanced Photocatalysis Techniques #Caching and Content Delivery
- A Multi-Task Embedder For Retrieval Augmented LLMs
2023/10/11 by Peitian Zhang, Shitao Xiao, Zhang, Peitian +7 · 5 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- LM-Cocktail: Resilient Tuning of Language Models via Model Merging
2023/11/22 by Shitao Xiao, Xiao, Shitao, Zheng Liu +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- BALM: Bundle Adjustment for Lidar Mapping
2020/10/16 by Zheng Liu, Liu, Zheng, Fu Zhang +1 · 3 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling
2020/07/23 by Zhixiang Chi, Chi, Zhixiang, Rasoul Mohammadi Nasiri +9 · 3 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
- Dynamic Graph Collaborative Filtering
2021/01/08 by Xiaohan Li, Li, Xiaohan, Mengqi Zhang +9 · 3 citations
Computer Science · Psychology · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mental Health via Writing
- Low-cost Retina-like Robotic Lidars Based on Incommensurable Scanning
2020/06/19 by Zheng Liu, Liu, Zheng, Fu Zhang +3 · 3 citations
Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings
2022/04/01 by Shitao Xiao, Zheng Liu, Xiao, Shitao +23 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Domain Adaptation and Few-Shot Learning
- Triangulated Surface Denoising using High Order Regularization with Dynamic Weights
2019/01/01 by Zheng Liu, Rongjie Lai, Huayan Zhang +1 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques
- Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment
2024/08/22 by Kun Luo, Luo, Kun, Minghao Qin +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- R2MED: A Benchmark for Reasoning-Driven Medical Retrieval
2025/05/20 by Zhang, Xiangxu, Li, Lei, Lei Li +3 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare
- Heterogeneous Similarity Graph Neural Network on Electronic Health Records
2021/01/17 by Zheng Liu, Xiaohan Li, Liu, Zheng +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
2025/09/26 by Junbo Niu, Zheng Liu, Niu, Junbo +119 · 1 voice · 15 citations
#cs.CV #cs.CL
- VideoExplorer: Think With Videos For Agentic Long-Video Understanding
2025/06/12 by Huaying Yuan, Yuan, Huaying, Zheng Liu +13 · 8 citations
Computer Science · Engineering · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Robot Manipulation and Learning
- Uncertainty shocks are aggregate demand shocks
2016/07/16 by Sylvain Leduc, Zheng Liu · 3 citations
Economics, Econometrics and Finance · #Monetary Policy and Economic Impact #Economic theories and models #Market Dynamics and Volatility
- Towards Effective Code-Integrated Reasoning
2025/05/30 by Yingqian Min, Bai, Fei, Beichen Zhang +14 · 10 citations
Computer Science · #Natural Language Processing Techniques
- Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation
2024/09/24 by Zheng Liu, Liu, Zheng, Changxu Wu +9 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Are Long-LLMs A Necessity For Long-Context Tasks?
2024/05/24 by Hongjin Qian, Zheng Liu, Qian, Hongjin +11 · 3 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Software System Performance and Reliability
- Constructing Tree-based Index for Efficient and Effective Dense Retrieval
2023/04/24 by Haitao Li, Li, Haitao, Qingyao Ai +11 · 2 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Remote-Sensing Image Classification
- Memory-enhanced Retrieval Augmentation for Long Video Understanding
2025/03/12 by Huaying Yuan, Yuan, Huaying, Zheng Liu +13 · 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 #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- Sampling-Decomposable Generative Adversarial Recommender
2020/11/02 by Binbin Jin, Jin, Binbin, Defu Lian +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
- EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models
2025/02/10 by Xingrun Xing, Zheng Liu, Xing, Xingrun +13 · 4 citations
Computer Science · #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies #Software System Performance and Reliability
- O1 Embedder: Let Retrievers Think Before Action
2025/02/11 by Ran Yan, Yan, Ruiran, Zheng Liu +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark
2024/12/17 by Jianlyu Chen, Nan Wang, Chen, Jianlyu +15 · 3 citations
Computer Science · #Information Retrieval and Search Behavior
- Two-dimensional atomic-scale ultrathin lateral heterostructures
2022/08/26 by Nanami Ichinose, Ichinose, Nanami, Mina Maruyama +19 · 1 citation
Engineering · Materials Science · Physics and Astronomy · #2D Materials and Applications #Chalcogenide Semiconductor Thin Films #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Surface and Thin Film Phenomena
- Elephant in the Room: Unveiling the Impact of Reward Model Quality in Alignment
2024/09/26 by Yan Liu, Xiaoyuan Yi, Liu, Yan +15 · 2 citations
Business, Management and Accounting · #Accounting and Organizational Management #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Voxel-SLAM: A Complete, Accurate, and Versatile LiDAR-Inertial SLAM System
2024/10/11 by Zheng Liu, Liu, Zheng, Haotian Li +17 · 2 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Augmented Reality Applications #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Single-Atom Indium Boosts Electrochemical Dopamine Sensing
2023/04/28 by Ruimin Li, Weiwei Guo, Zhijun Zhu +6 · 5 citations
Engineering · Materials Science · Chemistry · #Electrochemical sensors and biosensors #Advanced Nanomaterials in Catalysis #Electrochemical Analysis and Applications
- Derived p-adic heights and the leading coefficient of the Bertolini--Darmon--Prasanna p-adic L-function
2023/08/21 by Francesc Castella, Chi-Yun Hsu, Castella, Francesc +7 · 1 citation
Mathematics · Social Sciences · #Algebraic Geometry and Number Theory #Analytic Number Theory Research #FOS: Mathematics #Number Theory (math.NT) #Vietnamese History and Culture Studies
- Logic-of-Thought: Empowering Large Language Models with Logic Programs for Solving Puzzles in Natural Language
2025/05/22 by Naiqi Li, Peiyuan Liu, Li, Naiqi +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
- HawkBench: Investigating Resilience of RAG Methods on Stratified Information-Seeking Tasks
2025/02/19 by Hongjin Qian, Zheng Liu, Qian, Hongjin +9 · 3 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Personal Information Management and User Behavior
- Interaction of thymic stromal lymphopoietin, <scp>IL</scp>‐33, and their receptors in epithelial cells in eosinophilic chronic rhinosinusitis with nasal polyps
2015/06/19 by Bo Liao, B. Liao, P.‐P. Cao +26 · 1 citation
Medicine · #Sinusitis and nasal conditions #Asthma and respiratory diseases #Allergic Rhinitis and Sensitization
- Voyager: Real-Time Splatting City-Scale Gaussians on Resource-Constrained Devices
2025/06/03 by Zheng Liu, Liu, Zheng, He Zhu +17 · 4 voices · 2 citations
#cs.GR
- MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning
2025/08/01 by Hongjin Qian, Qian, Hongjin, Zheng Liu +1 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- Infrared Imaging of Magnetic Octupole Domains in Non-collinear Antiferromagnets
2023/11/15 by Peng Wang, Wang, Peng, Wei Xia +27 · 1 citation
Materials Science · Physics and Astronomy · #Transition Metal Oxide Nanomaterials #Shape Memory Alloy Transformations #Magnetic properties of thin films
- N-B-O-crosslinker-induced mechanochemical conversion of carbon phase unlocks efficient hydrogen peroxide electrosynthesis
2025/10/01 by Leping Xie, Caihong Liang, Huazhang Guo +7 · 1 voice · 1 citation
Chemistry · Energy · Materials Science · #Conducting polymers and applications #Electrocatalysts for Energy Conversion #Electrochemical Analysis and Applications
- AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant
2024/11/11 by Yujia Zhou, Zheng Liu, Zhou, Yujia +3 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- CXL-Interference: Analysis and Characterization in Modern Computer Systems
2024/11/27 by Jiajun Luo, Mao, Shunyu, Luo, Jiajun +12 · 1 citation
Computer Science · #Distributed and Parallel Computing Systems #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques
- Feint and Attack: Attention-Based Strategies for Jailbreaking and Protecting LLMs
2024/10/18 by Ruizhi Pu, Chaozhuo Li, Pu, Rui +12 · 1 citation
Computer Science · #Law, AI, and Intellectual Property
- Probabilistic QoS Metric Forecasting in Delay-Tolerant Networks Using Conditional Diffusion Models on Latent Dynamics
2025/04/09 by Zheng Liu, Zhang, Enming, Liu, Zheng +4 · 1 citation
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Opportunistic and Delay-Tolerant Networks #Opinion Dynamics and Social Influence
- Cooling-Guide Diffusion Model for Battery Cell Arrangement
2024/03/14 by Nicholas Sung, Zheng Liu, Sung, Nicholas +5 · 1 citation
Energy · Engineering · #Advanced Battery Technologies Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Power Systems and Renewable Energy
- AREX: Towards a Recursively Self-Improving Agent for Deep Research
2026/07/23 by Shuqi Lu, Chaofan Li, Kun Luo +21 · 2 voices
#cs.AI
- Amino acid fragment modification of natural products: Strategies for structural optimization, activity enhancement, and drug candidate potential improvement (2020–present)
2026/07/21 by Rui Yan, Guo-Qing Chen, Guoqing Chen +6
Biochemistry, Genetics and Molecular Biology · Medicine · #Enzyme Catalysis and Immobilization #Histone Deacetylase Inhibitors Research #Peptidase Inhibition and Analysis