Junbo Zhao
- Character-level Convolutional Networks for Text Classification
2015/09/04 by Xiang Zhang, Zhang, Xiang, Junbo Zhao +3 · 203 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Energy-based Generative Adversarial Network
2016/09/11 by Junbo Zhao, Michaël Mathieu, Zhao, Junbo +3 · 104 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Image and Signal Denoising Methods
- On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
2024/06/14 by Lin Long, Rui Wang, Long, Lin +11 · 59 citations
Decision Sciences · #Scientific Computing and Data Management
- Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models
2024/04/02 by Jiachen Ma, Ma, Jiachen, Li, Yijiang +10 · 20 citations
Computer Science · Engineering · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Smart Grid Security and Resilience
- ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory
2023/06/06 by Chenxu Hu, Jie Fu, Hu, Chenxu +9 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- TableGPT2: A Large Multimodal Model with Tabular Data Integration
2024/11/04 by Aofeng Su, Su, Aofeng, Aowen Wang +61 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT
2023/07/17 by Liangyu Zha, Junlin Zhou, Zha, Liangyu +47 · 10 citations
Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- ProMix: Combating Label Noise via Maximizing Clean Sample Utility
2022/07/21 by Ruixuan Xiao, Xiao, Ruixuan, Yiwen Dong +9 · 6 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Water Systems and Optimization
- A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
2024/10/17 by Siwei Wu, Zhongyuan Peng, Wu, Siwei +31 · 11 citations
Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning
2023/05/16 by Hao Chen, Chen, Hao, Yiming Zhang +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
2024/06/21 by R. W. Xiao, Xiao, Ruixuan, Wentao Ma +13 · 8 citations
Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning
- Data Contamination Calibration for Black-box LLMs
2024/05/20 by W.M. Ye, Ye, Wentao, Jiaqi Hu +9 · 7 citations
Physics and Astronomy · Engineering · #Particle Detector Development and Performance #Magnetic confinement fusion research #Particle Accelerators and Free-Electron Lasers
- Energy-based Automated Model Evaluation
2024/01/23 by Ru Peng, Peng, Ru, Heming Zou +9 · 5 citations
Computer Science · #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- Towards Cross-Table Masked Pretraining for Web Data Mining
2023/07/10 by Chao Ye, Guoshan Lu, Ye, Chao +11 · 5 citations
Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification #Topic Modeling
- Data-driven Optimal Power Flow: A Physics-Informed Machine Learning Approach
2020/05/31 by Xingyu Lei, Lei, Xingyu, Zhifang Yang +9 · 2 citations
Computer Science · Engineering · #Machine Learning and ELM #Energy Load and Power Forecasting #Optimal Power Flow Distribution
- A Review of Safe Reinforcement Learning Methods for Modern Power Systems
2024/06/29 by Tong Su, Su, Tong, Tong Wu +7 · 5 citations
Engineering · #Smart Grid Security and Resilience
- Reinforcement Learning with Rubric Anchors
2025/08/18 by Zenan Huang, Yihong Zhuang, Huang, Zenan +36 · 20 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gear and Bearing Dynamics Analysis #Machine Learning (cs.LG) #Robotic Mechanisms and Dynamics
- DataMan: Data Manager for Pre-training Large Language Models
2025/02/26 by Ru Shu Peng, Kexin Yang, Peng, Ru +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- LLaDA-MoE: A Sparse MoE Diffusion Language Model
2025/09/29 by Fengqi Zhu, Zebin You, Zhu, Fengqi +50 · 1 voice · 9 citations
Computer Science · #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies #Natural Language Processing Techniques
- Model-Free Voltage Regulation of Unbalanced Distribution Network Based on Surrogate Model and Deep Reinforcement Learning
2020/06/24 by Di Cao, Junbo Zhao, Cao, Di +11 · 1 citation
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Microgrid Control and Optimization #Optimal Power Flow Distribution #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
- ABench-Physics: Benchmarking Physical Reasoning in LLMs via High-Difficulty and Dynamic Physics Problems
2025/07/07 by Yiming Zhang, Zhang, Yiming, Yun Ma +21 · 7 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Text Readability and Simplification #Topic Modeling
- OPRD: On-Policy Representation Distillation
2026/06/04 by Shenzhi Yang, Guangcheng Zhu, Bowen Song +8 · 2 voices
Computer Science · #cs.LG #cs.AI
- SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning
2022/09/21 by Haobo Wang, Wang, Haobo, Mingxuan Xia +11 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
- RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis
2025/06/16 by Po‐Kuei Wu, Yuhang Yang, Wu, Pengzuo +23 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies
- Revisiting Convolution Architecture in the Realm of DNA Foundation Models
2025/02/25 by Bo Yu, Bo, Yu, Mao, Weian +13 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #DNA and Biological Computing #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction
2025/05/05 by Inclusion AI, AI, Inclusion, Biao Gong +31 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts
2025/08/11 by Heng Wu, Wu, Haoyuan, Xiaodong Chen +22 · 4 citations
Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications
- A Survey of Open-Source Power System Dynamic Simulators with Grid-Forming Inverter for Machine Learning Applications
2024/12/11 by Tong Su, Jiangkai Peng, Su, Tong +7 · 1 citation
Engineering · #Real-time simulation and control systems #Smart Grid Energy Management #Power System Optimization and Stability
- LLaDA2.0: Scaling Up Diffusion Language Models to 100B
2025/12/10 by Tiwei Bie, Bie, Tiwei, Kun Chen +57 · 4 citations
Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
- AIGT: AI Generative Table Based on Prompt
2024/12/24 by Mingming Zhang, Zhiqing Xiao, Zhang, Mingming +13 · 1 citation
Computer Science · #Advanced Database Systems and Queries #AI-based Problem Solving and Planning #Data Mining Algorithms and Applications
- HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
2026/07/29 by Ru Peng, Tianyu Zhao, Xijun Gu +9
Computer Science · #cs.CL
- BridgeAlign: Bridging Preference Alignment for Humanities and Social Sciences
2026/07/29 by Ru Peng, Haokai Xu, Xijun Gu +11
Computer Science · #cs.CL
- Semantically Similar, Logically Distinct: Diagnosing the Semantic-Answerability Gap in Table RAG
2026/07/20 by Jiaming Tian, Liyao Li, Wentao Ye +5
#cs.AI
- Reasoning Error from Known Fact: Step-Level Self-Consistency Group Relative Policy Optimization for LLM
2026/07/21 by Xiaomeng Hu, Jiaqi Hu, Hao Chen +4
#cs.CL
- dRAE: Representation Autoencoder with Hyper-Spherical Codes
2026/07/24 by Tianren Ma, Lin Long, Chuyan Chen +4
#cs.CV #cs.AI