Deoras, Anoop

16 publications

NeurIPS 2025 Approximately Aligned Decoding Daniel Melcer, Sujan Kumar Gonugondla, Pramuditha Perera, Haifeng Qian, Wen-Hao Chiang, Yanjun Wang, Nihal Jain, Pranav Garg, Xiaofei Ma, Anoop Deoras

NeurIPS 2025 CodeAssistBench (CAB): Dataset & Benchmarking for Multi-Turn Chat-Based Code Assistance Myeongsoo Kim, Shweta Garg, Baishakhi Ray, Varun Kumar, Anoop Deoras

ICLR 2025 Enhancing Language Model Agents Using Diversity of Thoughts Vijay Lingam, Behrooz Omidvar Tehrani, Sujay Sanghavi, Gaurav Gupta, Sayan Ghosh, Linbo Liu, Jun Huan, Anoop Deoras

ICML 2024 Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation Gauthier Guinet, Behrooz Omidvar-Tehrani, Anoop Deoras, Laurent Callot

ICML 2024 Collage: Light-Weight Low-Precision Strategy for LLM Training Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith R Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Luke Huan

ICML 2024 Fewer Truncations Improve Language Modeling Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto

ICMLW 2024 Fewer Truncations Improve Language Modeling Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto

NeurIPS 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code Nan Jiang, Xiaopeng Li, Shiqi Wang, Qiang Zhou, Soneya Binta Hossain, Baishakhi Ray, Varun Kumar, Xiaofei Ma, Anoop Deoras

ICMLW 2023 Active Learning with Crowd Sourcing Improves Information Retrieval Zhuotong Chen, Yifei Ma, Branislav Kveton, Anoop Deoras

UAI 2023 Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances Anusha Lalitha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton

UAI 2023 Personalized Federated Domain Adaptation for Item-to-Item Recommendation Ziwei Fan, Hao Ding, Anoop Deoras, Trong Nghia Hoang

AISTATS 2022 Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback Nghia Hoang, Anoop Deoras, Tong Zhao, Jin Li, George Karypis

ICLR 2022 Bridging Recommendation and Marketing via Recurrent Intensity Modeling Yifei Ma, Ge Liu, Anoop Deoras

NeurIPSW 2022 Sequence-Graph Duality: Unifying User Modeling with Self-Attention for Sequential Recommendation Zeren Shui, Ge Liu, Anoop Deoras, George Karypis

ICLRW 2022 Zero-Shot Recommender Systems Hao Ding, Anoop Deoras, Bernie Wang, Hao Wang

NeurIPSW 2021 Language Models as Recommender Systems: Evaluations and Limitations Yuhui Zhang, Hao Ding, Zeren Shui, Yifei Ma, James Zou, Anoop Deoras, Hao Wang