🔥 News

News in 2025

2025.10: Our paper on HEPTv2 is accepted to NeurIPS 2025 Machine Learning and the Physical Sciences Workshop!
2025.10: Our paper on Graph-KV is accepted to NeurIPS 2025!
2025.06: Our paper on Weak-to-Strong GraphRAG is released on arXiv.
2025.04: Our paper on the universal graph structural encoder is released on arXiv.
2025.03: Our paper on explainable geometric deep learning is accepted to Nature Machine Intelligence!
2025.02: Our paper on SubgraphRAG is accepted to ICLR 2025!

News in 2024

2024.11: Our paper on KG-based Retrieval-Augmented Generation is released on arXiv.
2024.09: Our paper GeSS on benchmarking OOD performance in geometric deep learning is accepted to NeurIPS 2024 D&B Track.
2024.07: Our paper on explainable geometric deep learning is released on arXiv.
2024.06: Our paper on graph state space model (GSSC) is released on arXiv.
2024.05: Our paper HEPT is accepted to ICML 2024 and selected for oral presentation! See you in Vienna!
2024.03: Gave a talk at A3D3 institute HEP group on HEPT.
2024.02: Our paper on efficient point transformer (HEPT) is released on arXiv.

News in 2023

2023.10: Our paper on benchmarking OOD performance in geometric deep learning is released on arXiv.
2023.07: One paper accepted to CTD’23.
2023.03: Received ICLR’23 Travel Award! Thanks ICLR and see you in Kigali in the coming May!
2023.01: Our paper LRI is accepted to ICLR 2023 and NeurIPS 2022 AI4Science!

News in 2022

2022.11: Gave a talk at IML Machine Learning Working Group on LRI with slides here.
2022.11: I will be moving to Georgia Tech in December as a PhD student in Machine Learning (ECE) with Prof. Pan Li.
2022.11: Our latest paper on model interpretability (LRI) will show up at NeurIPS 2022 AI for Science Workshop!
2022.10: Gave two lectures at CS593-CLG(code) and Phys570-AI(code).
2022.07: Gave two talks at FastML and AITime on our ICML 2022 paper GSAT(slides).
2022.07: Awarded free registration and graduate travel grant for ICML! Thanks!
2022.05: One paper accepted to ICML 2022!