Pengfei Zheng
6 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(3)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AAAI (2)
ACL (1)
AISTATS (1)
ICLR (1)
NSDI (1)
Top co-authors
Keywords
neural network pruning
(1)
lottery ticket hypothesis
(1)
neural tangent kernel
(1)
adversarial robustness
(1)
black-box optimization
(1)
graph generation
(1)
adversarial training
(1)
gradient boosting
(1)
resource allocation
(1)
distributed training
(1)
bayesian optimization
(1)
molecular geometry
(1)
generative model
(1)
surrogate model
(1)
cross-modal alignment
(1)
denoising diffusion
(1)
denoising diffusion model
(1)
molecule generation
(1)
conformal inference
(1)
cluster scheduling
(1)
Papers
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