news
| Oct. 2026 | Preprint: Block Disentanglement in CRL: Bridging Identifiability and Visual State Estimation, on improving CRL theory and applying it to state estimation from unlabeled robot arm simulations. |
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| Oct. 2026 | Workshop: We are organizing the Identifiable Representation Learning Workshop at Banff International Research Station. |
| Sep. 2026 | NeurIPS 2026: One paper accepted — Beyond Eigenfunctions: Divergence Principal Functions for Representation Learning (preprint coming soon). |
| Aug. 2026 | Faculty: I joined University of Delaware as a tenure-track Assistant Professor in ECE! |
| Jan. 2026 | Talk: I gave an invited talk at INFORMED-AI Hub on Identifiable Representation Learning. |
| Dec. 2025 | Award: I am honored to be a recipient of the 2025 IEEE Signal Processing Society Best PhD Dissertation Award. |
| Nov. 2025 | NeurIPS Workshop 2025: CRL application on robotics! ROPES: Robotic Pose Estimation via Score-Based Causal Representation Learning. It will appear at NeurIPS Embodied World Models Workshop, see you at San Diego! |
| Oct. 2025 | New preprint on identifiable representation learning: Eigenfunction Extraction for Ordered Representation Learning. |
| Jul. 2025 | JMLR: Our paper Score-based Causal Representation Learning: Linear and General Transformations is published in Journal of Machine Learning Research (JMLR)! |
| May. 2025 | ICML 2025: Our paper Contextures: Representations from Contexts is accepted to ICML. |
| Mar. 2025 | AAAI 2025: Attending AAAI at Philadephia! Check out our tutorial on Causal Representation Learning, see the slides here. Also gave a talk at the workshop on AI with Causal Techniques. |
| Jan. 2025 | AISTATS 2025: Our paper On the Consistent Recovery of Joint Distributions from Conditionals is accepted to AISTATS. |
| Sep. 2024 | NeurIPS 2024: Three papers have been accepted to NeurIPS 2024: mixture causal discovery, multi-node interventional CRL, and sample complexity of CRL. See you in Vancouver! |
| Jun. 2024 | Manuscript on causal discovery: Interventional Causal Discovery in a Mixture of DAGs. |
| Jun. 2024 | Manuscript on CRL from multi-node interventions!: Linear Causal Representation Learning from Unknown Multi-node Interventions. |
| Mar. 2024 | Our paper Robust Causal Bandits for Linear Models is published in JSAIT. |
| Feb. 2024 | New manuscript on CRL: Score-based Causal Representation Learning: Linear and General Transformations. |
| Jan. 2024 | Our paper General Identifiability and Achievability for Causal Representation Learning is accepted for an ✨oral presentation✨ at AISTATS 2024! |
| Nov. 2023 | Honored to be selected as a Top Reviewer for NeurIPS 2023. |
| Nov. 2023 | I will give a talk at the Causal Representation Learning Workshop at NeurIPS on our paper. See you in New Orleans! |