Pragaash Ponnusamy

14 papers A* 4Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Training-Free Activation Sparsity in Large Language Models. ICLR James Liu, Pragaash Ponnusamy, Tianle Cai, Han Guo, Yoon Kim, Ben Athiwaratkun
2025	J	`jnl`	Understanding and Steering the Cognitive Behaviors of Reasoning Models at Test-Time. CoRR Zhenyu Zhang, Xiaoxia Wu, Zhongzhu Zhou, Qingyang Wu, Yineng Zhang, Pragaash Ponnusamy, Harikaran Subbaraj, Jue Wang, Shuaiwen Leon Song, Ben Athiwaratkun
2024	A*	`conf`	Mechanistic Design and Scaling of Hybrid Architectures. ICML Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian L. Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli
2024	J	`jnl`	Mechanistic Design and Scaling of Hybrid Architectures. CoRR Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian L. Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli
2024	J	`jnl`	Training-Free Activation Sparsity in Large Language Models. CoRR James Liu, Pragaash Ponnusamy, Tianle Cai, Han Guo, Yoon Kim, Ben Athiwaratkun
2023	A*	`conf`	PersonalTM: Transformer Memory for Personalized Retrieval. SIGIR Ruixue Lian, Sixing Lu, Clint Solomon, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo
2022	—	`conf`	A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning. RepL4NLP@ACL Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
2022	J	`jnl`	A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning. CoRR Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo
2022	—	`conf`	Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. NAACL-HLT (Industry Papers) Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
2022	J	`jnl`	Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. CoRR Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo
2021	J	`jnl`	Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. AI Mag. Pragaash Ponnusamy, Alireza Roshan Ghias, Yi Yi, Benjamin Z. Yao, Chenlei Guo, Ruhi Sarikaya
2020	A*	`conf`	Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. AAAI Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya
2020	J	`jnl`	Personalized Query Rewriting in Conversational AI Agents. CoRR Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo
2019	J	`jnl`	Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. CoRR Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya