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Subhajit Chaudhury

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

36

Venues

16

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

36 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLAnswering the Wrong Question: Reasoning Trace Inversion for Abstention in LLMs.Abinitha Gourabathina, Inkit Padhi, Manish Nagireddy, Subhajit Chaudhury, Prasanna Sattigeri
2026ACLImReasoner: Improving Memory-based Language Models for Reasoning-in-a-Haystack Tasks.Ching-Yun Ko, Payel Das, Sihui Dai, Georgios Kollias, Subhajit Chaudhury, Aurlie C. Lozano, Pin-Yu Chen
2026ACLZoomR: Memory Efficient Reasoning through Multi-Granularity Key Value Retrieval.David H. Yang, Yuxuan Zhu, Mohammad Mohammadi Amiri, Keerthiram Murugesan, Tejaswini Pedapati, Subhajit Chaudhury, Pin-Yu Chen
2025ACLEpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts.Subhajit Chaudhury, Payel Das, Sarathkrishna Swaminathan, Georgios Kollias, Elliot Nelson, Khushbu Pahwa, Tejaswini Pedapati, Igor Melnyk, Matthew Riemer
2025COLINGOn the Effects of Fine-tuning Language Models for Text-Based Reinforcement Learning.Maurcio Gruppi, Soham Dan, Keerthiram Murugesan, Subhajit Chaudhury
2025ICDETabSketchFM: Sketch-Based Tabular Representation Learning for Data Discovery Over Data Lakes.Aamod Khatiwada, Harsha Kokel, Ibrahim Abdelaziz, Subhajit Chaudhury, Julian Dolby, Oktie Hassanzadeh, Zhenhan Huang, Tejaswini Pedapati, Horst Samulowitz, Kavitha Srinivas
2025ICLRLarge Language Models can Become Strong Self-Detoxifiers.Ching-Yun Ko, Pin-Yu Chen, Payel Das, Youssef Mroueh, Soham Dan, Georgios Kollias, Subhajit Chaudhury, Tejaswini Pedapati, Luca Daniel
2025NAACLGranite Guardian: Comprehensive LLM Safeguarding.Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati, Pierre L. Dognin, Keerthiram Murugesan, Erik Miehling, Martn Santilln Cooper, Kieran Fraser, Giulio Zizzo, Muhammad Zaid Hameed, Mark Purcell, Michael Desmond, Qian Pan, Inge Vejsbjerg, Elizabeth M. Daly, Michael Hind, Werner Geyer, Ambrish Rawat, Kush R. Varshney, Prasanna Sattigeri
2024ACLAPI-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs.Kinjal Basu, Ibrahim Abdelaziz, Subhajit Chaudhury, Soham Dan, Maxwell Crouse, Asim Munawar, Vernon Austel, Sadhana Kumaravel, Vinod Muthusamy, Pavan Kapanipathi, Luis A. Lastras
2024ACLA Grounded Preference Model for LLM Alignment.Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan, Asaf Yehudai, Subhajit Chaudhury, Radu Florian, Ramn Fernandez Astudillo, Asim Munawar
2024EACLEXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning.Kinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury, Murray Campbell, Kartik Talamadupula, Tim Klinger
2024ICASSPLeveraging Visual Handicaps for Text-Based Reinforcement Learning.Subhajit Chaudhury, Keerthiram Murugesan, Thomas Carta, Kartik Talamadupula, Michiaki Tatsubori
2024ICASSPAdversarial Robustness of Convolutional Models Learned in the Frequency Domain.Subhajit Chaudhury, Toshihiko Yamasaki
2024ICASSPVariance Reduction Can Improve Trade-Off in Multi-Objective Learning.Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen
2024ICMLLarimar: Large Language Models with Episodic Memory Control.Payel Das, Subhajit Chaudhury, Elliot Nelson, Igor Melnyk, Sarathkrishna Swaminathan, Sihui Dai, Aurlie C. Lozano, Georgios Kollias, Vijil Chenthamarakshan, Jir Navrtil, Soham Dan, Pin-Yu Chen
2023ACLLearning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning.Subhajit Chaudhury, Sarathkrishna Swaminathan, Daiki Kimura, Prithviraj Sen, Keerthiram Murugesan, Rosario Uceda-Sosa, Michiaki Tatsubori, Achille Fokoue, Pavan Kapanipathi, Asim Munawar, Alexander Gray
2023ACLLaziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing.Maxwell Crouse, Pavan Kapanipathi, Subhajit Chaudhury, Tahira Naseem, Ramn Fernandez Astudillo, Achille Fokoue, Tim Klinger
2023ACLMISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types.Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
2023EMNLPSelf-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge.Shajith Ikbal, Udit Sharma, Hima Karanam, Sumit Neelam, Ronny Luss, Dheeraj Sreedhar, Pavan Kapanipathi, Naweed Khan, Kyle Erwin, Ndivhuwo Makondo, Ibrahim Abdelaziz, Achille Fokoue, Alexander Gray, Maxwell Crouse, Subhajit Chaudhury, Chitra Subramanian
2023ICLRMitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach.Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen
2022AAAIEye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents.Keerthiram Murugesan, Subhajit Chaudhury, Kartik Talamadupula
2022EMNLPX-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization.Subhajit Chaudhury, Sarathkrishna Swaminathan, R. Chulaka Gunasekara, Maxwell Crouse, Srinivas Ravishankar, Daiki Kimura, Keerthiram Murugesan, Ramn Fernandez Astudillo, Tahira Naseem, Pavan Kapanipathi, Alexander Gray
2021ACLLOA: Logical Optimal Actions for Text-based Interaction Games.Daiki Kimura, Subhajit Chaudhury, Masaki Ono, Michiaki Tatsubori, Don Joven Agravante, Asim Munawar, Akifumi Wachi, Ryosuke Kohita, Alexander Gray
2021ACLLanguage-based General Action Template for Reinforcement Learning Agents.Ryosuke Kohita, Akifumi Wachi, Daiki Kimura, Subhajit Chaudhury, Michiaki Tatsubori, Asim Munawar
2021EMNLPNeuro-Symbolic Approaches for Text-Based Policy Learning.Subhajit Chaudhury, Prithviraj Sen, Masaki Ono, Daiki Kimura, Michiaki Tatsubori, Asim Munawar
2021EMNLPNeuro-Symbolic Reinforcement Learning with First-Order Logic.Daiki Kimura, Masaki Ono, Subhajit Chaudhury, Ryosuke Kohita, Akifumi Wachi, Don Joven Agravante, Michiaki Tatsubori, Asim Munawar, Alexander Gray
2020AAAIUnderstanding Generalization in Neural Networks for Robustness against Adversarial Vulnerabilities.Subhajit Chaudhury
2020EMNLPBootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games.Subhajit Chaudhury, Daiki Kimura, Kartik Talamadupula, Michiaki Tatsubori, Asim Munawar, Ryuki Tachibana
2020ICASSPInvestigating Generalization in Neural Networks Under Optimally Evolved Training Perturbations.Subhajit Chaudhury, Toshihiko Yamasaki
2020WACVAdversarial Discriminative Attention for Robust Anomaly Detection.Daiki Kimura, Subhajit Chaudhury, Minori Narita, Asim Munawar, Ryuki Tachibana
2019ISMUnsupervised Temporal Feature Aggregation for Event Detection in Unstructured Sports Videos.Subhajit Chaudhury, Hiroki Ozaki, Daiki Kimura, Phongtharin Vinayavekhin, Asim Munawar, Ryuki Tachibana, Koji Ito, Yuki Inaba, Minoru Matsumoto, Shuji Kidokoro
2019MMSPInjective State-Image Mapping facilitates Visual Adversarial Imitation Learning.Subhajit Chaudhury, Daiki Kimura, Asim Munawar, Ryuki Tachibana
2018ICIPTransfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection.Tadanobu Inoue, Subhajit Chaudhury, Giovanni De Magistris, Sakyasingha Dasgupta
2018ICPRFocusing on What is Relevant: Time-Series Learning and Understanding using Attention.Phongtharin Vinayavekhin, Subhajit Chaudhury, Asim Munawar, Don Joven Agravante, Giovanni De Magistris, Daiki Kimura, Ryuki Tachibana
2017MVACan fully convolutional networks perform well for general image restoration problems?Subhajit Chaudhury, Hiya Roy
2017WACVSpatial-Temporal Motion Field Analysis for Pixelwise Crack Detection on Concrete Surfaces.Subhajit Chaudhury, Gaku Nakano, Jun Takada, Akihiko Iketani