Mishra, Saumitra

16 publications

NeurIPS 2025 Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models Wenzhuo Tang, Haitao Mao, Danial Dervovic, Ivan Brugere, Saumitra Mishra, Yuying Xie, Jiliang Tang

TMLR 2025 Global Graph Counterfactual Explanation: A Subgraph Mapping Approach Yinhan He, Wendy Zheng, Yaochen Zhu, Jing Ma, Saumitra Mishra, Natraj Raman, Ninghao Liu, Jundong Li

ICLR 2025 Interpreting Language Reward Models via Contrastive Explanations Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lecue, Manuela Veloso

ICML 2025 Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lecue, Sanghamitra Dutta

NeurIPS 2025 Representation Consistency for Accurate and Coherent LLM Answer Aggregation Junqi Jiang, Tom Bewley, Salim I. Amoukou, Francesco Leofante, Antonio Rago, Saumitra Mishra, Francesca Toni

ICML 2025 To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models Anna Hedström, Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Manuela Veloso

ICML 2024 Counterfactual Metarules for Local and Global Recourse Tom Bewley, Salim I. Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso

NeurIPS 2024 IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos Yunong Liu, Cristobal Eyzaguirre, Manling Li, Shubh Khanna, Juan Carlos Niebles, Vineeth Ravi, Saumitra Mishra, Weiyu Liu, Jiajun Wu

ICML 2024 Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions Sanjay Kariyappa, Freddy Lecue, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso

NeurIPS 2024 Sequential Harmful Shift Detection Without Labels Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lecue, Daniele Magazzeni, Manuela Veloso

ICML 2023 GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations Dan Ley, Saumitra Mishra, Daniele Magazzeni

ICML 2023 Robust Counterfactual Explanations for Neural Networks with Probabilistic Guarantees Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta

AAAI 2023 Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions Mahed Abroshan, Saumitra Mishra, Mohammad Mahdi Khalili

NeurIPS 2022 CLEAR: Generative Counterfactual Explanations on Graphs Jing Ma, Ruocheng Guo, Saumitra Mishra, Aidong Zhang, Jundong Li

ICLRW 2022 Global Counterfactual Explanations: Investigations, Implementations and Improvements Dan Ley, Saumitra Mishra, Daniele Magazzeni

ICML 2022 Robust Counterfactual Explanations for Tree-Based Ensembles Sanghamitra Dutta, Jason Long, Saumitra Mishra, Cecilia Tilli, Daniele Magazzeni