📚️ 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 Data-Centric AI (e.g., data attribution); Trustworthy ML (e.g., robustness, fairness); Developing technical solutions for operationalizing regulatory principles (e.g., copyright issue for generative AI).
ℹ️ More information please refer to my personal website and google scholar.
🏗️
Working
UIUC, Ph.D. Student in Information Sciences / Intel, ex-AI Frameworks Engineer
-
University of Illinois Urbana-Champaign
- Champaign
-
06:28
(UTC -06:00) - theaperdeng.github.io
- https://orcid.org/0009-0009-9336-616X
Highlights
- Pro
Pinned Loading
-
intel-analytics/ipex-llm
intel-analytics/ipex-llm PublicAccelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU su…
-
TRAIS-Lab/dattri
TRAIS-Lab/dattri Public`dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.
-
intel-analytics/BigDL-2.x
intel-analytics/BigDL-2.x PublicBigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray
-
GNN-Generalization-Fairness
GNN-Generalization-Fairness PublicSubgroup Generalization and Fairness of Graph Neural Networks
-
GNN-Attack-InfMax
GNN-Attack-InfMax PublicAdversarial Attack on Graph Neural Networks as An Influence Maximization Problem
Something went wrong, please refresh the page to try again.
If the problem persists, check the GitHub status page or contact support.
If the problem persists, check the GitHub status page or contact support.