Akshay Soni

1. Distributed Representations for Biological Sequence Analysis
   2016/08/21 by Dhananjay Kimothi, Kimothi, Dhananjay, Akshay Soni +5 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #FOS: Biological sciences #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM)
2. OpenAgentSafety: A Comprehensive Framework for Evaluating Real-World AI Agent Safety
   2025/07/08 by Sanidhya Vijayvargiya, Akshay Soni, Vijayvargiya, Sanidhya +11 · 12 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Explainable Artificial Intelligence (XAI)
3. NGAME: Negative Mining-aware Mini-batching for Extreme Classification
   2022/07/10 by Kunal Dahiya, Nilesh Gupta, Dahiya, Kunal +35 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM #Text and Document Classification Technologies
4. Coding Agents with Multimodal Browsing are Generalist Problem Solvers
   2025/06/03 by Akshay Soni, Soni, Aditya Bharat, Boxuan Li +7 · 14 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
5. DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging
   2017/07/14 by Sheng Chen, Chen, Sheng, Akshay Soni +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
6. Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations
   2021/02/18 by Jianxun Lian, Lian, Jianxun, Iyad Batal +11 · 1 citation
   Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Information Retrieval (cs.IR) #Recommender Systems and Techniques