출판 Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization Kaushik Rajan, Sampath Rajendra, Momin Al-Ghosien, Nicolas Bruno, Carlo Curino, Matteo Interlandi, Yinan Li, Lukas M. Maas, Craig Peeper, Surajit Chaudhuri, Johannes Gehrke VLDB 2026 | August 2026
출판 Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use Aradhye Agarwal, Gurdit Siyan, Yash Pandya, Joykirat Singh, Akshay Nambi, Ahmed Awadallah 2026 International Conference on Machine Learning (ICML) | July 2026
출판 HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training Himanshu Dutta, Lokesh Nagalapatti, Yashoteja Prabhu International Conference on Machine Learning | July 2026 Spotlight Acceptance
출판 GraCE: Unlocking CUDA Graphs with Compiler Support for ML Workloads Abhishek Ghosh, Ajay Nayak, Ashish Panwar, Arkaprava Basu Operating Systems Design and Implementation | July 2026 프로젝트
출판 Minibatch Selection for Language Models via Partition Matroid Constrained Gradient Matching Prayas Agrawal, Prateek Chanda, Ishita Khatri, Ganesh Ramakrishnan, Bamdev Mishra, Pratik Jawanpuria 2026 ICML 2026 | June 2026
출판 LLMs Can Better Capture Human Judgments–With the Right Prompts Danica Dillion, Chen Cecilia Liu, Baihui Wang, Daniele Barolo, Tanmay Rajore, Niket Tandon, Pranathi Ravikumar, Kurt Gray June 2026 arXiv | June 2026
출판 Minibatch Selection via Partition Matroid Constrained Gradient Matching Prayas Agrawal, Prateek Chanda, I. Khatri, Ganesh Ramakrishnan, Bamdev Mishra, Pratik Jawanpuria June 2026 arXiv | June 2026
출판 The Geometry of LLM-as-Judge: Why Inter-LLM Consensus Is Not Human Alignment Sourabrata Mukherjee, H. Hamna, Kalika Bali, Sunayana Sitaram June 2026 arXiv | June 2026
출판 MeDxAgent: Multi-Agent Consultation for Interactive Medical Diagnosis Akshat Sanghvi, Naren Akash, Raza Imam, Amit Sharma, Mohit Jain June 2026 arXiv | June 2026
출판 Query-Limited Community Recovery in Stochastic Block Models Sabyasachi Basu, Manuj Mukherjee, Lutz Oettershagen, Suhas Thejaswi June 2026 arXiv | June 2026
Research
Research