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Research Focus
My research focus on making machine learning more adaptable, compact and economic (i.e., parsimony Learning).
I wish to develop easy and intuitive methods, which can be used by many others with, perhaps, not much professional knowledge of underneath methods.
Current key words:
automated machine learning,
few-shot learning,
meta-learning,
in-context learning,
knowledge graph
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Recent News
--- old ones ---
- 2025.04: Supervised 2nd prize on Tsinghua "Challenge Cup".
- 2025.04: I am promoted to Associate Professor.
- 2025.04: Invited to give a lecture on LLM for China Development Bank.
- 2025.03: Received "Spark Award"(火花奖) on "LLM Agent" from Huawei.
- 2025.03: Invited as an Area Chair for ACML-2025.
- 2025.02: Invited as an Area Chair for NeurIPS-2025.
- 2025.02: Served as a member of the doctoral defense committee with Prof.Michael and Prof.Volker in LMU Munich.
- 2025.02: Invited as a Senior Action Editor of "Neural Network".
- 2025.02: Gave a talk at "Tsinghua Sanya International Math Forum".
- 2025.02: Our work on knowledge-aware reasoning is accepted to CPAL 2025.
- 2025.01: Got new funding support from University's "Undergraduate education and teaching reform project".
- 2025.01: Three papers (In-context Learning / Activity Cliff / Machine Unlearning) are accepted to ICLR 2024.
- 2025.01: Received Excellence Award of Tencent AI-Lab Rhino Bird Project (2024 batch).
- 2025.01: Appointed as young associate editor of Technology Review for Carbon Neutrality
- 2024.12: Gave a talk at AI4S Workshop at ChinaData Conference.
- 2024.12: Got new funding support from CCF-Ant Funding on Green Computation.
- 2024.12: Group member Guangyi Liu received "Excellent Graduation Thesis" in Beijing Area.
- 2024.12: Top 10 Innovation Solution (AI track, Beijing School Association for Science and Technology).
- 2024.12: Received "Spark Award"(火花奖) on "LLM Reasoning" from Huawei.
- 2024.12: Got new funding support from CCF-Huawei Funding on Trustworthy Learning.
- 2024.12: Selected as "HuRun Under35s Entrepreneurial Pioneers".
- 2024.12: Supervised undergraduate students to obtain Beijing Natural Science Foundation project.
- 2024.11: Invited as an Area Chair for ICML-2025.
- 2024.11: Gave a talk at AI Workshop hold by John Hopcroft center of HUST.
- 2024.11: Serve as an Action Editor for Transactions on Machine Learning Research.
- 2024.11: Our work on "Out-of-graph Node Representation Learning" has been accepted to Neural Network.
- 2024.11: Received 3rd Prize on "National Challenge Cup" (Anti-Fraud Special Competition).
- 2024.11: Gave a talk at "HKU EE - THU EE Workshop".
- 2024.11: Invited give a keynote at AIGC 2024.
- 2024.11: Our pespective paper on "Parsimony Learning" has been accepted to "AI Magazine".
- 2024.11: Our work on "Tensor decomposition for knowledge graph" has been accepted to ACM TIST.
- 2024.11: Invited as an Area Chair for IJCAI-2025.
- 2024.11: Our work on "Hyper-relational knowledge base" has been accepted to ACM TKDD.
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