2026

Social Agents: Collective Intelligence Improves LLM Predictions

Social Agents: Collective Intelligence Improves LLM Predictions

Aanisha Bhattacharyya, Abhilekh Borah, Yaman Kumar Singla, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy. ICLR, 2026.
ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models

ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models

Aanisha Bhattacharyya, Susmit Aggarwal, Yaman Kumar Singla, Tarun Menta, Nikitha SR, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy. AAAI Alignment Track, 2026.

2025

SPRO: Improving Image Generation via Self-Play

SPRO: Improving Image Generation via Self-Play

Ritika Jha, Aanisha BhattacharyyaYaman Kumar Singla, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy. NeurIPS, 2025.
Measuring And Improving Engagement of Text-to-Image Generation Models

Measuring And Improving Engagement of Text-to-Image Generation Models

Varun KhuranaYaman Kumar Singla, Jayakumar Subramanian, Changyou Chen, Rajiv Ratn Shah, Zhiqiang Xu, Balaji Krishnamurthy. ICLR, 2025.

AdQuestA: Knowledge-Guided Visual Question Answer Framework For Advertisements

Neha Choudhary, Poonam Goyal, Devashish Siwatch, Atharva Chandak, Harsh Mahajan, Varun KhuranaYaman Kumar Singla. WACV, 2025.

ReEdit: Multimodal Exemplar-Based Image Editing using Diffusion Models

Ashutosh Srivastava, Tarun Ram Menta, Abhinava Java, Avadhoot Jadhav, Silky Singh, Surgan Jandial, Balaji Krishnamurthy. WACV, 2025.

2024

Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior

Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior

Ashmit Khandelwal, Aditya Agrawal, Aanisha BhattacharyyaYaman Kumar SinglaSomesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy. ICLR, 2024.

All should be equal in the eyes of LMs: Counterfactually Aware Fair Text Generation

Pragyan Banerjee, Abhinav Java, Surgan Jandial, Simra Shahid, Shaz Furniturewala, Balaji Krishnamurthy, Sumit Bhatia. AAAI, 2024.

Advances in Citation Text Generation: Leveraging Multi-Source Seq2Seq Models and Large Language Models

Avinash Anand, Ashwin Nair, Kritarth Prasad, Vrinda Narayan, Naman Lal, Debanjan Mahata, Yaman Kumar Singla, Rajiv Shah. CIKM, 2024.

2023

Explaining RL Decisions with Trajectories

Shripad Vilasrao Deshmukh, Arpan Dasgupta, Balaji Krishnamurthy, Nan Jiang, Chirag Agarwal, Georgios Theocharous, Jayakumar Subramanian. ICLR, 2023.

VGFlow: Visibility guided flow network for human reposing

Rishabh Jain, Krishna Kumar Singh, Mayur Hemani, Jingwan Lu, Mausoom Sarkar, Duygu Ceylan, Balaji Krishnamurthy. CVPR, 2023.

Persuasion Strategies in Advertisements

Yaman Kumar Singla, Rajat Jha, Arunim Gupta, Milan Aggarwal, Aditya Garg, Ayush Bhardwaj, Tushar, Balaji Krishnamurthy, Rajiv Ratn Shah, Changyou Chen. AAAI, 2023.
UMFuse: Unified Multi View Fusion for Human Editing applications

UMFuse: Unified Multi View Fusion for Human Editing applications

Rishabh Jain, Mayur Hemani, Duygu Ceylan, Krishna Kumar Singh, Jingwan Lu, Mausoom Sarkar, Balaji Krishnamurthy. ICCV, 2023.

MobiVSR - Mobile Application for Visual Speech Recognition

Nilay Srivastava, Astitwa Saxena, Yaman Kumar Singla, Debanjan Mahata, Rajiv Ratn Shah, Amanda Stent, Roger Zimmerman. InterSpeech, 2023.

Differentiable Agent-based Epidemiology

Ayush Chopra, Alexander Rodríguez, Jayakumar Subramanian, Arnau Quera-Bofarull, Balaji Krishnamurthy, B Aditya Prakash, Ramesh Raskar. AAMAS, 2023.

One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text

Abhinav Java, Shripad Deshmukh, Milan Aggarwal, Surgan Jandial, Mausoom Sarkar, Balaji Krishnamurthy. WACV, 2023.
Automatic Essay Scoring Systems are Both Overstable and Oversensitive: Explaining Why and Proposing Defenses

Automatic Essay Scoring Systems are Both Overstable and Oversensitive: Explaining Why and Proposing Defenses

Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Junyi Jessy Li, Rajiv Ratn Shah, Changyou Chen. Dialogue & Discourse, 2023.

Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study

Ayush Chopra, Esma S Gel, Jayakumar Subramanian, Balaji Krishnamurthy, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley, Ramesh Raskar Published at the BMJ. British Medical Journal, 2023.

Robustness and Sample Complexity of Model-Based MARL for General Sum Markov Games

Jayakumar Subramanian, Amit Sinha, Aditya Mahajan. Dynamic Games and Applications, 2023.

HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model

Simra Shahid, Tanay Anand, Nikitha SRSumit Bhatia, Balaji Krishnamurthy, Nikaash Puri. ACL (Findings), 2023.

INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models

Kowndinya Renduchintala, Krishnateja Killamsetty, Sumit BhatiaMilan Aggarwal, Ganesh Ramakrishnan, Rishabh Iyer, Balaji Krishnamurthy. EMNLP (Findings), 2023.

2022

CyCLIP: Cyclic Contrastive Language-Image Pretraining

Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover. NeurIPS, 2022.
Minimal: Mining Models for Universal Adversarial Triggers

Minimal: Mining Models for Universal Adversarial Triggers

Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah. AAAI, 2022.
Harmonized Banner Creation from Multimodal Design Assets

Harmonized Banner Creation from Multimodal Design Assets

Praneetha Vaddamanu, Vinay Aggarwal, Bhanu Prakash Reddy Guda, Balaji Vasan Srinivasan, Niyati Chhaya. CHI LBW, 2022.
NeurTEx: A Neural Framework for Template Extraction from Flat Images

NeurTEx: A Neural Framework for Template Extraction from Flat Images

Vinay Aggarwal, Praneetha Vaddamanu, Bhanu Prakash Reddy Guda, Balaji Vasan Srinivasan, Niyati Chhaya, Vishwa Vinay. CHI LBW, 2022.

Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems

Jayakumar Subramanian, Amit Sinha, Raihan Seraj, Aditya Mahajan. JMLR, 2022.
DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents

DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents

Himanshu Maheshwari, Nethraa Sivakumar, Shelly Jain, Tanvi Karandikar, Vinay Aggarwal, Navita Goyal, Sumit Shekhar. NAACL, 2022.

CoSe-Co: Text Conditioned Generative CommonSense Contextualizer

Rachit Bansal, Jivat Meet Kaur, Milan AggarwalSumit Bhatia, Balaji Krishnamurthy. NAACL, 2022.

LM-CORE: Language Models with Contextually Relevant External Knowledge

Rachit Bansal, Jivat Meet Kaur, Milan AggarwalSumit Bhatia, Balaji Krishnamurthy. NAACL, 2022.

Span Classification with Structured Information for Disfluency Detection in Spoken Utterances

Sreyan Ghosh, Sonal Kumar, Yaman Kumar Singla, Rajiv Ratn Shah, S Umesh. InterSpeech, 2022.

Status-quo policy gradient in Multi-Agent Reinforcement Learning

Pinkesh Badjatiya, Mausoom Sarkar, Nikaash Puri, Jayakumar Subramanian, Abhishek Sinha, Siddharth Singh, Balaji Krishnamurthy. AAMAS, 2022.

Data Instance Prior for Transfer Learning in GANs

Puneet Mangla, Nupur Kumari, Mayank Singh, Vineeth N. Balasubramanian, Balaji Krishnamurthy. WACV, 2022.

SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval

Surgan Jandial, Ayush Chopra, Pinkesh Badjatiya, Pranit Chawla, Mausoom Sarkar, Balaji Krishnamurthy. WACV, 2022.

SHERLock: Self-Supervised Hierarchical Event Representation Learning

Sumedh Sontakke, Sumegh Roychowdury, Mausoom Sarkar, Nikaash Puri, Balaji Krishnamurthy, Laurent Itti. ICPR, 2022.

Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency

Manraj Grover, Pakhi Bamdev, Yaman Kumar Singla, Payman Vafaee, Mika Hama, Rajiv Ratn Shah. International Journal of Artificial Intelligence in Education, 2022.

SARC: Soft Actor Retrospective Critic

Sukriti Verma, Jayakumar Subramanian, Ayush Chopra, Nikaash Puri, Mausoom SarkarPiyush Gupta, Balaji Krishnamurthy. RLDM, 2022.
Text simplification for legal domain:{i} nsights and challenges

Text simplification for legal domain:{i} nsights and challenges

Aparna Garimella, Abhilasha Sancheti, Vinay Aggarwal, Ananya Ganesh, Niyati Chhaya, Nanda Kambhatla. NLLP Workshop, 2022.

2021

Medical Dead-ends and Learning to Identify High-Risk States and Treatments

Fatemi M., Killian T., Subramanian J., Ghassemi M.. NeurIPS, 2021.

What Ails One-Shot Image Segmentation: A Data Perspective

Mayur Hemani, Abhinav Patel, Tejas Shimpi, Anirudha Ramesh, Balaji Krishnamurthy. NeurIPS, 2021.

TAN-NTM: Topic Attention Networks for Neural Topic Modeling

Madhur Panwar, Shashank Shailabh, Milan Aggarwal, Balaji Krishnamurthy. ACL-IJCNLP, 2021.

ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors

Ayush Chopra, Rishabh Jain, Mayur Hemani, Balaji Krishnamurthy. ICCV, 2021.
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring

ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring

Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu N, Rajiv Jain. EMNLP, 2021.

Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring

Yaman Kumar Singla, Avyakt Gupta, Shaurya Bagga, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah. CIKM, 2021.

LT-GAN: Self-Supervised GAN with Latent Transformation Detection

Parth Patel, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy. WACV, 2021.
Lifi: Towards linguistically informed frame interpolation

Lifi: Towards linguistically informed frame interpolation

Aradhya Neeraj Mathur, Devansh Batra, Yaman Kumar Singla, Rajiv Ratn Shah, Changyou Chen, Roger Zimmermann. ICASSP, 2021.

Robustness of Markov perfect equilibrium to model approximations in general-sum dynamic games

Subramanian J., Sinha A., Mahajan A.. Indian Control Conference, 2021.

DeepABM: Scalable and Efficient Agent-Based Simulations via Graph Convolutional Frameworks - a Case Study for COVID-19 Spread and Interventions

Ayush Chopra, Esma S Gel, Jayakumar Subramanian, Balaji Krishnamurthy, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley, Ramesh Raskar. Winter Simulation Conference, 2021.

2020

Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution

Nikaash Puri, Sukriti Verma, Piyush Gupta, Dhruv Kayastha, Shripad Deshmukh, Balaji Krishnamurthy, Sameer Singh. ICLR, 2020.

Harnessing GANs for Zero-shot Learning of New Classes in Visual Speech Recognition

Yaman Kumar Singla, Dhruva Sharawat, Shubham Maheshwari, Debanjan Mahata, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann, Amanda Stent. AAAI, 2020.

SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation

Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy. IJCAI, 2020.

Attributional Robustness Training using Input-Gradient Spatial Alignment

Mayank Singh, Nupur Kumari, Puneet Mangla, Abhishek Sinha, Vineeth N Balasubramanian, Balaji Krishnamurthy. ECCV, 2020.

Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks

Surgan Jandial, Ayush Chopra, Mausoom SarkarPiyush Gupta, Balaji Krishnamurthy, Vineeth Balasubramanian. KDD, 2020.

ShapeVis: High-dimensional Data Visualization at Scale

Nupur Kumari, Siddarth R., Akash Rupela, Piyush Gupta, Balaji Krishnamurthy. WWW, 2020.

MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance

Anubha Kabra, Ayush Chopra, Nikaash Puri, Pinkesh Badjatiya, Sukriti Verma, Piyush Gupta, Balaji Krishnamurthy. ICDM, 2020.

Charting the Right Manifold: Manifold Mixup for Few-shot Learning

Puneet Mangla, Nupur Kumari, Mayank Singh, Abhishek Sinha, Balaji Krishnamurthy, V N Balasubramaniam.. WACV, 2020.

SieveNet: A Unified Framework for Robust Image-based Virtual Try-On

Ayush Chopra, Surgan Jandial, Kumar Ayush, Mayur Hemani, Balaji Krishnamurthy. WACV, 2020.

Towards A Unified Framework for Visual Compatibility Prediction

Ayush Chopra, Kumar Ayush, Anirudh Singhal, Utkarsh Patel, Balaji Krishnamurthy. WACV, 2020.

Keyphrase Extraction as Sequence Labeling Task using Transformers

Dhruva Sahrawat, Debanjan Mahata, Raymond Zhang, Mayank Kulkarni, Agniv Sharma, Rakesh Gosangi, Amanda Stent, Yaman Kumar Singla, Rajiv Ratn Shah, Roger Zimmermann. ECIR, 2020.

Learning based Methods for Code Runtime Complexity Prediction

Jagriti Sikka, Kushal Satya, Yaman Kumar Singla, Shagun Uppal, Rajiv Ratn Shah, Roger Zimmermann. ECIR, 2020.

 An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare

Killian T., Zhang H., Subramanian J., Fatemi M., Ghassemi M.. PMLR, 2020.

2019

Lipper: Synthesizing Thy Speech using Multi-View Lipreading

Yaman Kumar Singla, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmerman. AAAI, 2019.

Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models

Mayank Singh, Abhishek Sinha, Nupur Kumari, Harshitha Machiraju, Balaji Krishnamurthy, Vineeth N Balasubramanian. IJCAI, 2019.

Hush-Hush Speak: Speech Reconstruction Using Silent Videos

Shashwat Uttam, Yaman Kumar Singla, Dhruva Sharawat, Mansi Aggarwal, Debanjan Mahata, Rajiv Ratn Shah, Amanda Stent. InterSpeech, 2019.

OpticalGAN : Generative Adversarial Networks for Continuous Variable Quantum Computation

Nilay Shrivastava, Nikaash Puri, Piyush Gupta, Balaji Krishnamurthy, Sukriti Verma. QTML, 2019.

Powering Robust Fashion Retrieval with Information Rich Feature Embeddings

Ayush Chopra, Abhishek Sinha, Mausoom Sarkar, Hiresh Gupta, Kumar Ayush, Balaji Krishnamurthy. CVPRW, 2019.

2018

Harnessing AI for speech reconstruction using multiview silent video feed

Yaman Kumar Singla, Mayank Aggarwal, Pratham Nawal, Shin'ichi Satoh, Rajiv Ratn Shah, Roger Zimmerman. ACMMM, 2018.