Ma, Hao
- Effective Long-Context Scaling of Foundation Models
2023/09/27 by Wenhan Xiong, Xiong, Wenhan, Jingyu Liu +40 · 2 voices · 42 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Conv-Linformer: Boosting Linformer's Performance with Convolution in Small-Scale Settings
2020/06/08 by Sinong Wang, Wang, Sinong, Belinda Z. Li +6 · 166 citations
Computer Science · #Neural Networks and Applications #Neural Networks and Reservoir Computing #Advanced Graph Neural Networks
- Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following
2024/10/21 by Yun He, He, Yun, Di Jin +35 · 23 citations
Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
- GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs
2018/03/20 by Jiani Zhang, Xingjian Shi, Zhang, Jiani +10 · 7 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Luna: Linear Unified Nested Attention
2021/06/03 by Xuezhe Ma, Ma, Xuezhe, Xiang Kong +11 · 6 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Topic Modeling
- CLEAR: Contrastive Learning for Sentence Representation
2020/12/31 by Zhuofeng Wu, Sinong Wang, Wu, Zhuofeng +9 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Entailment as Few-Shot Learner
2021/04/29 by Sinong Wang, Wang, Sinong, Madian Khabsa +6 · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
2021/10/14 by Yuning Mao, Mao, Yuning, Lambert Mathias +13 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Blockwise Self-Attention for Long Document Understanding
2019/11/07 by Qiu, Jiezhong, Ma, Hao, Levy, Omer +3 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- IDPG: An Instance-Dependent Prompt Generation Method
2022/04/09 by Zhuofeng Wu, Sinong Wang, Wu, Zhuofeng +11 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- A Century of Science: Globalization of Scientific Collaborations, Citations, and Innovations
2017/04/17 by Yuxiao Dong, Hao Ma, Dong, Yuxiao +5 · 3 citations
Decision Sciences · Computer Science · #scientometrics and bibliometrics research #Research Data Management Practices #Academic Publishing and Open Access
- Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
2025/01/16 by Chaoqi Wang, Zhuokai Zhao, Wang, Chaoqi +19 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- A Web-scale system for scientific knowledge exploration
2018/05/30 by Z. Shen, Hao Ma, Shen, Zhihong +3 · 3 citations
Computer Science · #Topic Modeling #Semantic Web and Ontologies #Advanced Text Analysis Techniques
- The Perfect Blend: Redefining RLHF with Mixture of Judges
2024/09/30 by Tengyu Xu, Eryk Helenowski, Xu, Tengyu +37 · 2 voices · 5 citations
#cs.LG #cs.AI #cs.CL
- Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning
2024/10/08 by Hao Ma, Tianyi Hu, Ma, Hao +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Safe & Accurate at Speed with Tendons: A Robot Arm for Exploring Dynamic Motion
2023/07/05 by Simon Guist, Guist, Simon, Schneider, Jan +17 · 4 citations
Engineering · #Robot Manipulation and Learning #Muscle activation and electromyography studies #Prosthetics and Rehabilitation Robotics
- CLAPSep: Leveraging Contrastive Pre-trained Model for Multi-Modal Query-Conditioned Target Sound Extraction
2024/02/27 by Hao Ma, Zhiyuan Peng, Ma, Hao +9 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
2025/01/29 by Zishun Yu, Yu, Zishun, Tengyu Xu +20 · 7 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Preserving Integrity in Online Social Networks
2020/09/22 by Alon Halevy, Halevy, Alon, Cristian Canton Ferrer +13 · 1 voice
#cs.SI #cs.AI
- Extending Whisper with prompt tuning to target-speaker ASR
2023/12/13 by Hao Ma, Ma, Hao, Zhiyuan Peng +7 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- The effect of Carrier Doping and Thickness on the Electronic Structures of La3Ni2O7 Thin Films
2025/02/06 by Shi, Haoliang, Huo, Zihao, Li, Guanlin +4 · 4 citations
#FOS: Physical sciences #Superconductivity (cond-mat.supr-con)
- Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback
2025/01/18 by Yen-Ting Lin, Di Jin, Lin, Yen-Ting +24 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Manufacturing Process and Optimization
- Poisoning Attacks against Recommender Systems: A Survey
2024/01/03 by Zongwei Wang, Wang, Zongwei, Min Gao +9 · 2 citations
Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Adversarial Robustness in Machine Learning
- Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization with Target Speaker ASR
2025/01/24 by Hao Ma, Ma, Hao, Rujin Chen +7 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Principle Study of Image Reconstruction Algorithms in Muon Tomography
2019/12/19 by Zeng, Weihe, Pan, Xingyu, Zeng, Zhi +3 · 1 citation
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det)
- Language Models as Fact Checkers?
2020/06/07 by Lee, Nayeon, Li, Belinda Z., Wang, Sinong +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks
2020/06/15 by Sinong Wang, Madian Khabsa, Wang, Sinong +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Quantum charged black holes
2024/04/10 by Yiji Feng, Hao Ma, Feng, Yiji +7 · 2 citations
Physics and Astronomy · #Black Holes and Theoretical Physics #Cosmology and Gravitation Theories #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Theory (hep-th) #Relativity and Gravitational Theory
- On the Influence of Masking Policies in Intermediate Pre-training
2021/04/18 by Ye, Qinyuan, Li, Belinda Z., Wang, Sinong +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Stochastic Online Optimization for Cyber-Physical and Robotic Systems
2024/04/08 by Ma, Hao, Zeilinger, Melanie, Muehlebach, Michael · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Extremely thin perfect absorber by generalized multipole bianisotropic effect
2023/08/14 by Hao Ma, Andrey B. Evlyukhin, Ma, Hao +19 · 1 citation
Materials Science · Engineering · #Metamaterials and Metasurfaces Applications #Plasmonic and Surface Plasmon Research #Advanced Antenna and Metasurface Technologies
- Constraint-Aware Diffusion Guidance for Robotics: Real-Time Obstacle Avoidance for Autonomous Racing
2025/05/19 by Hao Ma, Ma, Hao, Sabrina Bodmer +7 · 2 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Gaussian Processes and Bayesian Inference #Advanced Vision and Imaging
- Preference Optimization with Multi-Sample Comparisons
2024/10/16 by Chaoqi Wang, Wang, Chaoqi, Chen Zhu +18 · 1 citation
Decision Sciences · #Multi-Criteria Decision Making
- Language-Queried Target Sound Extraction Without Parallel Training Data
2024/09/14 by Ma, Hao, Peng, Zhiyuan, Li, Xu +4 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- The characteristics of a low background germanium gamma ray spectrometer at China JinPing underground Laboratory
2014/03/07 by Mi, Yuhao, Ma, Hao, Zeng, Zhi +3 · 1 citation
#FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Nuclear Experiment (nucl-ex)
- PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design
2024/03/21 by Fanfan Lin, Junhua Liu, Lin, Fanfan +11 · 1 citation
Engineering · #FOS: Electrical engineering #Multilevel Inverters and Converters #Systems and Control (eess.SY) #electronic engineering #information engineering