Beniwal, Anurag

6 publications

ICLR 2026 TRIM: Hybrid Inference via Targeted Stepwise Routing in Multi-Step Reasoning Tasks Vansh Kapoor, Aman Gupta, Hao Chen, Anurag Beniwal, Jing Huang, Aviral Kumar

NeurIPS 2025 When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs Xiaomin Li, Zhou Yu, Zhiwei Zhang, Xupeng Chen, Ziji Zhang, Yingying Zhuang, Narayanan Sadagopan, Anurag Beniwal

NeurIPSW 2024 DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems Aman Gupta, Anirudh Ravichandran, Ziji Zhang, Swair Shah, Anurag Beniwal, Narayanan Sadagopan

WACV 2023 OutfitTransformer: Learning Outfit Representations for Fashion Recommendation Rohan Sarkar, Navaneeth Bodla, Mariya I. Vasileva, Yen-Liang Lin, Anurag Beniwal, Alan Lu, Gerard Medioni

CVPRW 2022 OutfitTransformer: Outfit Representations for Fashion Recommendation Rohan Sarkar, Navaneeth Bodla, Mariya I. Vasileva, Yen-Liang Lin, Anurag Beniwal, Alan Lu, Gérard G. Medioni

NeurIPSW 2022 RecXplainer: Post-Hoc Attribute-Based Explanations for Recommender Systems Sahil Verma, Anurag Beniwal, Narayanan Sadagopan, Arjun Seshadri