Wang, Huazheng
- Solving Verbal Comprehension Questions in IQ Test by Knowledge-Powered Word Embedding
2015/05/29 by Huazheng Wang, Wang, Huazheng, Fei Tian +8 · 2 voices · 1 citation
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling #cs.CL #cs.IR #cs.LG
- Machine Learning for Synthetic Data Generation: A Review
2023/02/08 by Lu, Yingzhou, Chen, Lulu, Zhang, Yuanyuan +6 · 23 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
2024/03/02 by Yifan Zeng, Yiran Wu, Zeng, Yifan +7 · 27 citations
Computer Science · Engineering · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
- A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
2025/07/28 by Huan-ang Gao, Gao, Huan-ang, Jiayi Geng +51 · 2 voices · 56 citations
#cs.AI
- Embodied LLM Agents Learn to Cooperate in Organized Teams
2024/03/19 by Xudong Guo, Kaixuan Huang, Guo, Xudong +15 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
- TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
2024/10/18 by Jiahao Qiu, Qiu, Jiahao, Yifu Lu +15 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Time Series Analysis and Forecasting
- Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
2025/04/30 by Zhang, Shaokun, Yin, Ming, Zhang, Jieyu +8 · 26 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking
2024/05/31 by Yifan Zeng, Zeng, Yifan, Ojas Tendolkar +9 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR)
- PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback
2023/08/03 by Chakraborty, Souradip, Bedi, Amrit Singh, Koppel, Alec +4 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Incentivized Exploration for Multi-Armed Bandits under Reward Drift
2019/11/12 by Zhiyuan Liu, Liu, Zhiyuan, Huazheng Wang +7 · 2 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Adversarial Attacks on Online Learning to Rank with Stochastic Click Models
2023/05/30 by Zichen Wang, Rishab Balasubramanian, Wang, Zichen +9 · 2 citations
Computer Science · Decision Sciences · #Spam and Phishing Detection #Advanced Bandit Algorithms Research #Machine Learning and Algorithms
- A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement
2024/10/17 by Hui Yuan, Yuan, Hui, Yifan Zeng +9 · 1 voice · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- Incentivizing Exploration in Linear Bandits under Information Gap
2021/04/08 by Wang, Huazheng, Xu, Haifeng, Li, Chuanhao +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP
2023/06/21 by Guo, Jiacheng, Li, Zihao, Wang, Huazheng +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement
2025/06/16 by Chelsi Jain, Yan Wu, Jain, Chelsi +12 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Video Analysis and Summarization
- Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization
2024/01/08 by Jiahao Qiu, Qiu, Jiahao, Hui Yuan +9 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Biomolecules (q-bio.BM) #Evolutionary Algorithms and Applications #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Stealthy Adversarial Attacks on Stochastic Multi-Armed Bandits
2024/02/21 by Zhiwei Wang, Huazheng Wang, Wang, Zhiwei +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Provable Benefits of Policy Learning from Human Preferences in Contextual Bandit Problems
2023/07/24 by Ji, Xiang, Wang, Huazheng, Chen, Minshuo +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale
2025/05/06 by Jiale Liu, Yifan Zeng, Liu, Jiale +12 · 2 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Memory-Augmented Agent Training for Business Document Understanding
2024/12/17 by Jiale Liu, Liu, Jiale, Malte Højmark-Bertelsen +7 · 1 citation
Computer Science · #Semantic Web and Ontologies