ML Anthology

Chakrabarti, Soumen

29 publications

ICLR 2025 Charting the Design Space of Neural Graph Representations for Subgraph Matching Vaibhav Raj, Indradyumna Roy, Ashwin Ramachandran, Soumen Chakrabarti, Abir De
ICLR 2025 Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations Indradyumna Roy, Eeshaan Jain, Soumen Chakrabarti, Abir De
NeurIPS 2025 Contextual Tokenization for Graph Inverted Indices Pritish Chakraborty, Indradyumna Roy, Soumen Chakrabarti, Abir De
ICML 2025 Position: Graph Matching Systems Deserve Better Benchmarks Indradyumna Roy, Saswat Meher, Eeshaan Jain, Soumen Chakrabarti, Abir De
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
NeurIPS 2024 Graph Edit Distance with General Costs Using Neural Set Divergence Eeshaan Jain, Indradyumna Roy, Saswat Meher, Soumen Chakrabarti, Abir De
TMLR 2024 How to Think Step-by-Step: A Mechanistic Understanding of Chain-of-Thought Reasoning Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty
NeurIPS 2024 Iteratively Refined Early Interaction Alignment for Subgraph Matching Based Graph Retrieval Ashwin Ramachandran, Vaibhav Raj, Indrayumna Roy, Soumen Chakrabarti, Abir De
NeurIPS 2023 Locality Sensitive Hashing in Fourier Frequency Domain for Soft Set Containment Search Indradyumna Roy, Rishi Agarwal, Soumen Chakrabarti, Anirban Dasgupta, Abir De
AAAI 2023 Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers Abhijeet Awasthi, Soumen Chakrabarti, Sunita Sarawagi
AAAI 2022 Interpretable Neural Subgraph Matching for Graph Retrieval Indradyumna Roy, Venkata Sai Baba Reddy Velugoti, Soumen Chakrabarti, Abir De
NeurIPS 2022 Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks Indradyumna Roy, Soumen Chakrabarti, Abir De
NeurIPS 2022 Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection Abir De, Soumen Chakrabarti
ICML 2022 VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis Tathagat Verma, Abir De, Yateesh Agrawal, Vishwa Vinay, Soumen Chakrabarti
NeurIPS 2021 Active Assessment of Prediction Services as Accuracy Surface over Attribute Combinations Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi
AAAI 2021 Adversarial Permutation Guided Node Representations for Link Prediction Indradyumna Roy, Abir De, Soumen Chakrabarti
AAAI 2021 Differentially Private Link Prediction with Protected Connections Abir De, Soumen Chakrabarti
NeurIPS 2021 Redesigning the Transformer Architecture with Insights from Multi-Particle Dynamical Systems Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty
IJCAI 2019 A Deep Generative Model for Code Switched Text Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar, Niloy Ganguly, Soumen Chakrabarti
AAAI 2019 GIRNet: Interleaved Multi-Task Recurrent State Sequence Models Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti
IJCAI 2019 Neural Program Induction for KBQA Without Gold Programs or Query Annotations Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan, Soumen Chakrabarti
ICLR 2018 Generalizing Across Domains via Cross-Gradient Training Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi
IJCAI 2018 Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti
AAAI 2018 Task-Specific Representation Learning for Web-Scale Entity Disambiguation Rijula Kar, Susmija Reddy, Sourangshu Bhattacharya, Anirban Dasgupta, Soumen Chakrabarti
IJCAI 2017 Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading Sachin Kumar, Soumen Chakrabarti, Shourya Roy
ECML-PKDD 2008 New Closed-Form Bounds on the Partition Function Krishnamurthy Dvijotham, Soumen Chakrabarti, Subhasis Chaudhuri
MLJ 2008 New Closed-Form Bounds on the Partition Function Krishnamurthy Dvijotham, Soumen Chakrabarti, Subhasis Chaudhuri
ICML 2007 Learning Random Walks to Rank Nodes in Graphs Alekh Agarwal, Soumen Chakrabarti
ECML-PKDD 2004 Breaking Through the Syntax Barrier: Searching with Entities and Relations Soumen Chakrabarti