 ODD: Overlap-aware Estimation of Model Performance under Distribution ShiftConference on Uncertainty in Artificial Intelligence (UAI), 2025 |
 Poor-Supervised Evaluation for SuperLLM via Mutual ConsistencyAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 |
 Source-Free Domain-Invariant Performance PredictionEuropean Conference on Computer Vision (ECCV), 2024 |
 The Entropy Enigma: Success and Failure of Entropy MinimizationInternational Conference on Machine Learning (ICML), 2024 |
 GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without LabelsNeural Information Processing Systems (NeurIPS), 2023 |
 (Almost) Provable Error Bounds Under Distribution Shift via Disagreement
DiscrepancyNeural Information Processing Systems (NeurIPS), 2023 |
 Chasing Fairness Under Distribution Shift: A Model Weight Perturbation
ApproachNeural Information Processing Systems (NeurIPS), 2023 |
