Publication Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference Ben Finkelshtein, Silviu Cucerzan, Sujay Kumar Jauhar, Ryen W. White ICLR 2026 | September 2025
Tool FrugalRAG Reinforcement learning (RL) finetuning method that ensures that the inference-time compute for queries is optimized based on query difficulty, leading to significant inference efficiency. GitHub
Publication Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval Pranjal A. Chitale, Bishal Santra, Yashoteja Prabhu, Amit Sharma 2025 Empirical Methods in Natural Language Processing | September 2025
Publication Designing with Culture: How Social Norms Shape Trust and Preference in Health Chatbots Arpita Wadhwa, Aditya Vashistha, Mohit Jain September 2025
Publication On Optimal Steering to Achieve Exact Fairness Mohit Sharma, Amit Deshpande, Chiranjib Bhattacharyya, Rajiv Ratn Shah NeurIPS 2025 | September 2025
Publication RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation Jane Luo, Xin Zhang, Steven Liu, Jie Wu, Yiming Huang, Yangyu Huang, Chengyu Yin, Ying Xin, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Qi Chen, Scarlett Li, Mao Yang ICLR 2026 | September 2025
Publication Bayesian Concept Bottleneck Models with LLM Priors Jean Feng, Avni Kothari, Luke Zier, Chandan Singh, Yan Shuo Tan NeurIPS 2025 | September 2025
Publication Designing Culturally Aligned AI Systems For Social Good in Non-Western Contexts Deepak Varuvel Dennison, Mohit Jain, Tanuja Ganu, Aditya Vashistha September 2025
Publication FlowRL: Matching Reward Distributions for LLM Reasoning Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang, Hengli Li, Kaiyan Zhang, Che Jiang, Youbang Sun, Ermo Hua, Yuxin Zuo, Xingtai Lv, Qizheng Zhang, Lin Chen, Fanghao Shao, Bo Xue, Yunchong Song, Zhenjie Yang, Ganqu Cui, Ning Ding, Jianfeng Gao, Xiaodong Liu, Bowen Zhou, Hongyuan Mei, Zhouhan Lin ICLR 2026 | September 2025
Publication Enterprise AI Must Enforce Participant-Aware Access Control Shashank Shreedhar Bhatt, Tanmay Rajore, Khushboo Aggarwal, Ganesh Ananthanarayanan, Ranveer Chandra, Nishanth Chandran, Suyash Choudhury, Divya Gupta, Emre Kiciman, Shrey Pandey, Srinath Setty, Rahul Sharma, Teijia Zhao arXiv:2509.14608 | September 2025 Published by arXiv Project