Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
Robust Bayesian Matrix Decomposition with Mixture of Gaussian Noise
Published in Neurocomputing, 2021
A Benchmark for Federated Hetero-Task Learning
Published in Preprint, 2022
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs
Published in ICML, 2024
Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization
Published in KDD, 2024
Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox
Published in NeurIPS D&B Track, 2024
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
Published in NAACL Demo Track, 2025
LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection
Published in ICML, 2025
EVINET: Towards Open-World Graph Learning via Evidential Reasoning Network
Published in KDD, 2025
MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
Published in KDD, 2025
HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations
Published in NeurIPS, 2025
Enhancing Fairness and Accuracy in Diagnosing Type 2 Diabetes in Young Adult Population
Published in IEEE Journal of Biomedical and Health Informatics, 2025
The End of Trial-and-Error: A Vision for Generative Intelligence in Metamaterial Design
Published in ICDMW, 2025
Data Value in the Age of Scaling: Understanding LLM Scaling Dynamics Under Real-Synthetic Data Mixtures
Published in Preprint, 2025
Balancing Learning Rates Across Layers: Exact Two-Step Dynamics and Optimal Scaling in Linear Neural Networks
Published in ICML, 2026
PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence
Published in ACL, 2026
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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