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Fred
PhD student, Duke University
Joined
December 2022
Names
Fred
(Preferred)
,
Zhangzhi Peng
,
Fred Zhangzhi Peng
Emails
****@gmail.com
(Confirmed)
,
****@umsystem.edu
(Confirmed)
,
****@duke.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
PhD student
Duke University
(duke.edu)
2024
–
2028
Advisors, Relations & Conflicts
PhD Advisor
Pranam Chatterjee
Present
Expertise
Generative Models
Present
Protein Design
Present
Diffusion Models
Present
Publications
Path Planning for Diffusion Language Model Sampling
Fred Zhangzhi Peng
,
Zachary Bezemek
,
Sawan Patel
,
Jarrid Rector-Brooks
,
Joey Bose
,
Alexander Tong
,
Pranam Chatterjee
Submitted to ICLR 2026
Readers:
Everyone
Planner Aware Path Learning in Diffusion Language Models Training
Fred Zhangzhi Peng
,
Zachary Bezemek
,
Jarrid Rector-Brooks
,
Shuibai Zhang
,
Michael M. Bronstein
,
Anru Zhang
,
Alexander Tong
,
Joey Bose
ICLR 2026 Oral
Readers:
Everyone
EvoFlow-RNA: Generating and Representing non-coding RNA with a Language Model
Sawan Patel
,
Fred Zhangzhi Peng
,
Keith Fraser
,
Adam David Friedman
,
Pranam Chatterjee
,
Sherwood Yao
ICLR 2025 AI4NA Poster
Readers:
Everyone
Path Planning for Masked Diffusion Models with Applications to Biological Sequence Generation
Fred Zhangzhi Peng
,
Zachary Bezemek
,
Sawan Patel
,
Jarrid Rector-Brooks
,
Sherwood Yao
,
Alexander Tong
,
Pranam Chatterjee
FPI-ICLR2025 Poster
Readers:
Everyone
Path Planning for Masked Diffusion Models with Applications to Biological Sequence Generation
Fred Zhangzhi Peng
,
Zachary Bezemek
,
Sawan Patel
,
Jarrid Rector-Brooks
,
Sherwood Yao
,
Alexander Tong
,
Pranam Chatterjee
ICLR 2025 DeLTa Workshop Poster
Readers:
Everyone
Path Planning for Masked Diffusion Models with Applications to Biological Sequence Generation
Fred Zhangzhi Peng
,
Zachary Bezemek
,
Sawan Patel
,
Jarrid Rector-Brooks
,
Sherwood Yao
,
Alexander Tong
,
Pranam Chatterjee
GEM
Readers:
Everyone
AptaBLE: A Deep Learning Platform for SELEX Optimization
Sawan Patel
,
Keith Fraser
,
Zhangzhi Peng
,
Adam D. Friedman
,
Owen Yao
,
Pranam Chatterjee
,
Sherwood Yao
AIDrugX Poster
Readers:
Everyone
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
Jarrid Rector-Brooks
,
Mohsin Hasan
,
Zhangzhi Peng
,
Cheng-Hao Liu
,
Sarthak Mittal
,
Nouha Dziri
,
Michael M. Bronstein
,
Pranam Chatterjee
,
Alexander Tong
,
Joey Bose
ICLR 2025 Poster
Readers:
Everyone
Proteus: Exploring Protein Structure Generation for Enhanced Designability and Efficiency
Chentong Wang
,
Yannan Qu
,
Zhangzhi Peng
,
Yukai Wang
,
Hongli Zhu
,
Dachuan Chen
,
Longxing Cao
ICML 2024 Poster
Readers:
Everyone
Accurate prediction of antibody function and structure using bio-inspired antibody language model
Hongtai Jing
,
Zhengtao Gao
,
Sheng Xu
,
Tao Shen
,
Zhangzhi Peng
,
Shwai He
,
Tao You
,
Shuang Ye
,
Wei Lin
,
Siqi Sun
Briefings Bioinform. 2024
Readers:
Everyone
View all 13 publications
Co-Authors
Adam D. Friedman
Adam David Friedman
Alexander Tong
Anru Zhang
Cheng-Hao Liu
Chentong Wang
Dachuan Chen
Hongli Zhu
Hongtai Jing
Irwin King
Jarrid Rector-Brooks
Jiayang Chen
Joey Bose
Keith Fraser
Liang Hong
Liangzhen Zheng
Longxing Cao
Michael M. Bronstein
Mohsin Hasan
Nouha Dziri
Owen Yao
Peng Xiong
Pranam Chatterjee
Sarthak Mittal
Sawan Patel
View all 43 co-authors