Goyal, Pawan

13 publications

ICLRW 2025 CrysLDM: Latent Diffusion Model for Crystal Material Generation Subhojyoti Khastagir, Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

NeurIPS 2025 LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation Subhojyoti Khastagir, Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

ICLR 2025 Periodic Materials Generation Using Text-Guided Joint Diffusion Model Kishalay Das, Subhojyoti Khastagir, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

TMLR 2025 ReFeR: Improving Evaluation and Reasoning Through Hierarchy of Models Yaswanth Narsupalli, Abhranil Chandra, Sreevatsa Muppirala, Manish Gupta, Pawan Goyal

TMLR 2024 ***FastDoc***: Domain-Specific Fast Continual Pre-Training Technique Using Document-Level Metadata and Taxonomy Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, Yash Parag Butala, Pawan Goyal, Niloy Ganguly

NeurIPSW 2024 ReFeR: A Hierarchical Framework of Models as Evaluative and Reasoning Agents Yaswanth Narsupalli, Abhranil Chandra, Sreevatsa Muppirala, Manish Gupta, Pawan Goyal

ICLRW 2023 CrysGNN : Distilling Pre-Trained Knowledge to Enhance Property Prediction for Crystalline Materials. Kishalay Das, Bidisha Samanta, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

AAAI 2023 CrysGNN: Distilling Pre-Trained Knowledge to Enhance Property Prediction for Crystalline Materials Kishalay Das, Bidisha Samanta, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

UAI 2023 CrysMMNet: Multimodal Representation for Crystal Property Prediction Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly

AAAI 2022 LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents Shounak Paul, Pawan Goyal, Saptarshi Ghosh

AAAI 2021 HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Binny Mathew, Punyajoy Saha, Seid Muhie Yimam, Chris Biemann, Pawan Goyal, Animesh Mukherjee

NeurIPSW 2021 Learning Dynamics from Noisy Measurements Using Deep Learning with a Runge-Kutta Constraint Pawan Goyal, Peter Benner

IJCAI 2020 Logic Constrained Pointer Networks for Interpretable Textual Similarity Subhadeep Maji, Rohan Kumar, Manish Bansal, Kalyani Roy, Pawan Goyal