Srinivasa, Jayanth
- Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling
2023/04/06 by Haotao Wang, Wang, Haotao, Ziyu Jiang +8 · 18 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1
2025/02/18 by Zhou, Kaiwen, Liu, Chengzhi, Zhao, Xuandong +5 · 24 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
2025/04/09 by Boyuan Zheng, Zheng, Boyuan, Xiaolong Jin +18 · 20 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Personal Information Management and User Behavior #Web Data Mining and Analysis
- Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension
2024/02/28 by Fan Yin, Jayanth Srinivasa, Yin, Fan +3 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Text-to-SQL Error Correction with Language Models of Code
2023/05/22 by Ziru Chen, Shijie Chen, Chen, Ziru +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments
2024/02/22 by Gu, Yu, Shu, Yiheng, Yu, Hao +6 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- Answer is All You Need: Instruction-following Text Embedding via Answering the Question
2024/02/15 by Letian Peng, Peng, Letian, Yuwei Zhang +11 · 5 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Speech and dialogue systems #Topic Modeling
- Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents
2025/02/22 by Patrick Tser Jern Kon, Jiachen Liu, Kon, Patrick Tser Jern +16 · 8 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning
2025/05/22 by Kaiwen Zhou, Zhou, Kaiwen, Gaowen Liu +10 · 12 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Safety Systems Engineering in Autonomy #Topic Modeling
- EXP-Bench: Can AI Conduct AI Research Experiments?
2025/05/30 by Kon, Patrick Tser Jern, Liu, Jiachen, Zhu, Xinyi +10 · 8 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
2025/02/08 by Venkatesh Mishra, Mishra, Venkatesh, Bimsara Pathiraja +13 · 6 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Legal Education and Practice Innovations
- Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
2023/10/16 by Wang, Ganghua, Xian, Xun, Srinivasa, Jayanth +4 · 2 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Metamodel and Framework for Artificial General Intelligence From Theory to Practice
2021/02/11 by Latapie, Hugo, Kilic, Ozkan, Liu, Gaowen +7 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
2024/09/12 by Xian, Xun, Wang, Ganghua, Bi, Xuan +5 · 2 citations
#68T05 #68T50 #94A60 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Databases (cs.DB) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #H.3.3 #I.2.6 #I.2.7 #Information Retrieval (cs.IR) #K.6.5 #Machine Learning (cs.LG)
- Sparse Mixture-of-Experts for Compositional Generalization: Empirical Evidence and Theoretical Foundations of Optimal Sparsity
2024/10/17 by Jinze Zhao, Zhao, Jinze, Wang, Peihao +7 · 2 citations
Computer Science · #Expert finding and Q&A systems
- An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems
2025/05/23 by Tian, Fangqiao, Luo, An, Du, Jin +12 · 4 citations
#68M14 (Distributed systems) #68T01 (General topics in artificial intelligence) #68T42 (Agent technology and artificial intelligence) #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #I.2.11 #I.2.4 #I.2.6 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval
2025/03/12 by Yuwei Zhang, Jayanth Srinivasa, Zhang, Yuwei +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling