Chakraborty, Tanmoy

31 publications

TMLR 2025 Diversity Augmentation of Dynamic User Preference Data for Boosting Personalized Text Summarizers Parthiv Chatterjee, Shivam R Sonawane, Amey Hengle, Aditya Tanna, Sourish Dasgupta, Tanmoy Chakraborty

TMLR 2025 How to Upscale Neural Networks with Scaling Law? Ayan Sengupta, Yash Goel, Tanmoy Chakraborty

AAAI 2025 Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages Ashutosh Bajpai, Tanmoy Chakraborty

ICML 2025 Position: Enough of Scaling LLMs! Lets Focus on Downscaling Yash Goel, Ayan Sengupta, Tanmoy Chakraborty

TMLR 2025 Robust and Efficient Fine-Tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation Vaibhav Seth, Ayan Sengupta, Arinjay Pathak, Aastha A K Verma, Natraj Raman, Sriram Gopalakrishnan, Niladri Chatterjee, Tanmoy Chakraborty

IJCAI 2025 SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India Salam Michael Singh, Manik Inder Singh Sethi, Suresh Bada Math, Tanmoy Chakraborty

NeurIPS 2025 Value-Guided KV Compression for LLMs via Approximated CUR Decomposition Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty

ICLR 2025 You Only Prune Once: Designing Calibration-Free Model Compression with Policy Learning Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty

ICLR 2024 A Good Learner Can Teach Better: Teacher-Student Collaborative Knowledge Distillation Ayan Sengupta, Shantanu Dixit, Md Shad Akhtar, Tanmoy Chakraborty

AAAI 2024 Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning Subhabrata Dutta, Ishan Pandey, Joykirat Singh, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty

TMLR 2024 How to Think Step-by-Step: A Mechanistic Understanding of Chain-of-Thought Reasoning Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty

TMLR 2024 PerSEval: Assessing Personalization in Text Summarizers Sourish Dasgupta, Ankush Chander, Tanmoy Chakraborty, Parth Borad, Isha Motiyani

TMLR 2024 Persona-Aware Generative Model for Code-Mixed Language Ayan Sengupta, Md Shad Akhtar, Tanmoy Chakraborty

IJCAI 2024 SUKHSANDESH: An Avatar Therapeutic Question Answering Platform for Sexual Education in Rural India Salam Michael Singh, Shubhmoy Kumar Garg, Amitesh Misra, Aaditeshwar Seth, Tanmoy Chakraborty

AAAI 2023 Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues Shivani Kumar, Ishani Mondal, Md. Shad Akhtar, Tanmoy Chakraborty

IJCAI 2023 Learning and Reasoning Multifaceted and Longitudinal Data for Poverty Estimates and Livelihood Capabilities of Lagged Regions in Rural India Atharva Kulkarni, Raya Das, Ravi S. Srivastava, Tanmoy Chakraborty

AAAI 2023 What Do You MEME? Generating Explanations for Visual Semantic Role Labelling in Memes Shivam Sharma, Siddhant Agarwal, Tharun Suresh, Preslav Nakov, Md. Shad Akhtar, Tanmoy Chakraborty

IJCAI 2022 Detecting and Understanding Harmful Memes: A Survey Shivam Sharma, Firoj Alam, Md. Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Y. Halevy, Fabrizio Silvestri, Preslav Nakov, Tanmoy Chakraborty

AAAI 2022 Nice Perfume. How Long Did You Marinate in It? Multimodal Sarcasm Explanation Poorav Desai, Tanmoy Chakraborty, Md. Shad Akhtar

NeurIPS 2022 Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social Text Classification Karish Grover, S M Phaneendra Angara, Md Shad Akhtar, Tanmoy Chakraborty

AAAI 2021 Attention Beam: An Image Captioning Approach (Student Abstract) Anubhav Shrimal, Tanmoy Chakraborty

ECML-PKDD 2021 GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs Siddharth Bhatia, Yiwei Wang, Bryan Hooi, Tanmoy Chakraborty

NeurIPS 2021 Redesigning the Transformer Architecture with Insights from Multi-Particle Dynamical Systems Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty

AAAI 2021 Zera-Shot Sentiment Analysis for Code-Mixed Data Siddharth Yadav, Tanmoy Chakraborty

IJCAI 2020 Neural Abstractive Summarization with Structural Attention Tanya Chowdhury, Sachin Kumar, Tanmoy Chakraborty

AAAI 2020 SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract) Shivangi Singhal, Anubha Kabra, Mohit Sharma, Rajiv Ratn Shah, Tanmoy Chakraborty, Ponnurangam Kumaraguru

CVPRW 2019 Bag-of-Lies: A Multimodal Dataset for Deception Detection Viresh Gupta, Mohit Agarwal, Manik Arora, Tanmoy Chakraborty, Richa Singh, Mayank Vatsa

AAAI 2019 GIRNet: Interleaved Multi-Task Recurrent State Sequence Models Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti

AAAI 2019 Incorporating Network Embedding into Markov Random Field for Better Community Detection Di Jin, Xinxin You, Weihao Li, Dongxiao He, Peng Cui, Françoise Fogelman-Soulié, Tanmoy Chakraborty

IJCAI 2019 Spotting Collective Behaviour of Online Frauds in Customer Reviews Sarthika Dhawan, Siva Charan Reddy Gangireddy, Shiv Kumar, Tanmoy Chakraborty

AAAI 2017 Semantic Interpretation of Social Network Communities Tushar Maheshwari, Aishwarya N. Reganti, Upendra Kumar, Tanmoy Chakraborty, Amitava Das