| Dec 10, 2024 | Three papers accepted at NeurIPS 2024 (One full paper, and two workshop papers): - VLM4Bio (D&B Track): A benchmark to evaluate zero-shot effectiveness of VLMs in organismal biology.
- HiPS Attack (Adversarial Frontiers Workshop): A adversarial attack that can selectively conceal target object(s), as if it was absent from the scene.
- MissTSM (TSALM Workshop): An imputation free and lightweight time-series modeling framework can that can directly learn from partially observed time-series.
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| Dec 01, 2024 | Four new papers on Arxiv: - ImageDetechBench: A benchmark to compare the effectiveness, robustness and efficiency of passive and watermark based detectors for text-to-image models.
- HComp-Net: An explainability tool for discovering evolutionary traits as hierarchical prototypes.
- FishVista: A benchmark dataset for identifying biological traits from images.
- GFI for Seismic Imaging: A generalized framework for forward and inverse problems in seismic imaging that achieves SOTA performance.
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| Jul 26, 2024 | Co-organized the Summer Tutorial on KGML at Oak Ridge National Laboratory (ORNL). |
| Jul 15, 2024 | Our work PhyloDiffusion got accepted at ECCV 2024. |
| May 20, 2024 | Paper on Lifting Product Fourier Neural Operator (LPFNO) accepted at the AI for Science Workshop at ICML 2024. |
| Feb 22, 2024 | Paper on Modular Compositional Learning (MCL) published at the Journal of Advances in Modeling Earth Systems (JAMES). |
| Feb 21, 2024 | Co-organized the First Bridge Program on KGML at AAAI 2024. |
| Feb 15, 2024 | Paper on MEMTrack published at the Journal of Advanced Intelligent Systems. |