Pengfei Zheng
7 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 👥 Mega-Team · Squad 🔥 Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(3)
Optimization & Theory
(3)
Computer Science
(2)
Computer Vision
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Generation
(2)
Learning Types
(2)
Optimization
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Keywords
lottery ticket hypothesis
(1)
neural tangent kernel
(1)
reinforcement learning
(1)
adversarial robustness
(1)
image generation
(1)
black-box optimization
(1)
graph generation
(1)
adversarial training
(1)
image denoising
(1)
instruction tuning
(1)
gradient boosting
(1)
resource allocation
(1)
signal-to-noise ratio
(1)
distributed training
(1)
bayesian optimization
(1)
molecular geometry
(1)
generative model
(1)
diffusion model
(1)
surrogate model
(1)
neural network pruning
(1)
Papers
OmniGen2: Towards Instruction-Aligned Multimodal Generation
CVPR 2026
OneRec-Think: In-Text Reasoning for Generative Recommendation
ACL 2026
CoffeeBoost: Gradient Boosting Native Conformal Inference for Bayesian Optimization
AAAI 2025
Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation
AAAI 2024
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
ICLR 2024
Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning
NSDI 2023
Finding Dynamics Preserving Adversarial Winning Tickets
AISTATS 2022