📚️ Ph.D. Student in Information Sciences from 2023 Fall @UIUC.
👨🏽💻 AI Frameworks Engineer @Intel @AI in Intel, 2020-2023.
🏫 M.S. in Information @Umich, 2019-2021.
🏫 B.Eng. in Electrical and Computer Engineering @SJTU, 2016-2020.
💡 I am interested in Trustworth ML, Data-centric Machine Learning and the technical solutions to assist AI policymakers.
ℹ️ More information please refer to my personal website and google scholar.
🐧
Regular
UIUC, Ph.D. Student in Information Sciences / Intel, AI Frameworks Engineer /
UMich, M.S. in Information /
SJTU, B.S. in ECE
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University of Illinois Urbana-Champaign
- Champaign
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21:13
(UTC -05:00) - theaperdeng.github.io
- https://orcid.org/0009-0009-9336-616X
Highlights
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intel-analytics/ipex-llm
intel-analytics/ipex-llm PublicAccelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, MiniCPM, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc,…
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TRAIS-Lab/dattri
TRAIS-Lab/dattri Public`dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.
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GNN-Attack-InfMax
GNN-Attack-InfMax PublicAdversarial Attack on Graph Neural Networks as An Influence Maximization Problem
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GNN-Generalization-Fairness
GNN-Generalization-Fairness PublicSubgroup Generalization and Fairness of Graph Neural Networks
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intel-analytics/BigDL-2.x
intel-analytics/BigDL-2.x PublicBigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray
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