PengfeiHePower
Ph.D. student in computer science at MSU; Research interests are adversarial learning; machine learning foundation; high-dimensional stat; causal mediation
Michigan State University
Pinned Repositories
manifold-clustering
SC with angle-constrained annular proximity graph
100-Days-Of-ML-Code
100 Days of ML Coding
500lines
500 Lines or Less
agentscope
Start building LLM-empowered multi-agent applications in an easier way.
Awesome-Copyright-in-Generative-AI
boundary-backdoor
categorical-attack
Code for probabilistic categorical attack
Generalization-attack
ICLPoison
SAPA
PengfeiHePower's Repositories
PengfeiHePower/categorical-attack
Code for probabilistic categorical attack
PengfeiHePower/Awesome-Copyright-in-Generative-AI
PengfeiHePower/boundary-backdoor
PengfeiHePower/ICLPoison
PengfeiHePower/SAPA
PengfeiHePower/803
PengfeiHePower/842-proj
PengfeiHePower/agentscope
Start building LLM-empowered multi-agent applications in an easier way.
PengfeiHePower/awesome-computer-vision
A curated list of awesome computer vision resources
PengfeiHePower/Generalization-attack
PengfeiHePower/causal-mediation-case-study
PengfeiHePower/causal-mediation-data-splitting
PengfeiHePower/chain-of-knowledge
[ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
PengfeiHePower/ColossalAI
Making big AI models cheaper, easier, and more scalable
PengfeiHePower/concept-based-backdoor
Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning.
PengfeiHePower/hidden-repre-backdoor
PengfeiHePower/ICL-understanding-classification
PengfeiHePower/llama
Inference code for LLaMA models
PengfeiHePower/llm-security
Papers and resources related to the security and privacy of LLMs 🤖
PengfeiHePower/PengfeiHePower.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
PengfeiHePower/Poisoning-Instruction-Tuned-Models
for testing
PengfeiHePower/ReAct
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
PengfeiHePower/SAM
SAM: Sharpness-Aware Minimization (PyTorch)
PengfeiHePower/Sharp-Agent
PengfeiHePower/sharp-auto-poison
Code for the paper "Autoregressive Perturbations for Data Poisoning" (NeurIPS 2022)
PengfeiHePower/sharp-gradient-matching
sharpness poisoning with gradient matching
PengfeiHePower/sharp-short
PengfeiHePower/sharp_adv_poison
PengfeiHePower/sharpness-unlearnable
[ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable
PengfeiHePower/TRADES
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)