ZD
Zhun Deng
cs.LGstat.MLcs.AIcs.CLcs.CVcs.CYstat.MEcs.ITmath.ITpeptide
On Valency
published · living versionsW_jpuzn244·v1 · currentpublished
Ask to Learn: Query-Based Collaborative Reinforcement Learning
with Kaicheng Zhang, Hongqian Niu, Laixi Shi, Didong Li +1
1 version
Preprints & journals
59 papers in the corpus · 1999–2026Who Should We Listen to More? Welfare-Aware Preference Acquisition for Pluralistic Alignment2610.19035v1 · Ruomeng Ding, Tianwei Gao, Lianrui Geng et al.2026 · 0 citationsarXiv
AlignPoison: Conditional Targeted Poisoning of Generative Recommenders via Decoding-Aligned Prefixes2610.14487v1 · Zhuoxuan Zhang, Jinhao Duan, Xinyu Zhao et al.2026 · 0 citationsarXiv
A Peptide-Based Strategy to Disrupt Oxidation-Induced Aggregation of γC-Crystallin Missense Mutant.42657226 · Chen, Mingrui, Jian, Zhongyi, Deng, Zhun et al.2026 · 0 citationsJACS Au. 2026;6(8):4643-4654
Adversarially Robust Control of Conditional Value-at-Risk via Rockafellar-Uryasev Conformal Inference2606.00320v1 · Catherine Chen, Jingyan Shen, Zhun Deng et al.2026 · 0 citationsarXiv
Operationalizing Individual Fairness via Gradient Descent and Bradley-Terry Models2605.23145v2 · Conlan Olson, Linjun Zhang, Zhun Deng et al.2026 · 0 citationsarXiv
Structurally Resilient Peptide Assembly Regulates Pathogenic Galectin-10 Crystallization To Mitigate Crystallopathy Inflammation.41808620 · Mo, Shanshan, Yu, Lanlan, Li, Xiaolu et al.2026 · 0 citationsJournal of the American Chemical Society. 2026;148(11):11843-11856
PETS: A Principled Framework Towards Optimal Trajectory Allocation for Efficient Test-Time Self-Consistency2602.16745v2 · Zhangyi Liu, Huaizhi Qu, Xiaowei Yin et al.2026 · 0 citationsarXiv
Whom to Query for What: Adaptive Group Elicitation via Multi-Turn LLM Interactions2602.14279v2 · Ruomeng Ding, Tianwei Gao, Thomas P. Zollo et al.2026 · 0 citationsarXiv
Rubrics as an Attack Surface: Stealthy Preference Drift in LLM Judges2602.13576v2 · Ruomeng Ding, Yifei Pang, He Sun et al.2026 · 0 citationsarXiv
Reliable and Responsible Foundation Models: A Comprehensive Survey2602.08145v1 · Xinyu Yang, Junlin Han, Rishi Bommasani et al.2026 · 0 citationsarXiv
Recommending Best Paper Awards for ML/AI Conferences via the Isotonic Mechanism2601.15249v2 · Garrett G. Wen, Buxin Su, Natalie Collina et al.2026 · 0 citationsarXiv
Atypical β-strand insertion mediates the noncovalent cross-linking in amyloid aggregates.41495057 · Mo, Shanshan, Wang, Ruonan, Jian, Zhongyi et al.2026 · 1 citationNature communications. 2026
Incorporating LLM Embeddings for Variation Across the Human Genome2509.20702v3 · Hongqian Niu, Jordan Bryan, Jacob Williams et al.2025 · 1 citationarXiv
QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions2507.05220v1 · Zhun Deng, Thomas P Zollo, Benjamin Eyre et al.2025 · 0 citationsarXiv
Submolecular Resolution Imaging of Amyloid Aggregation: An STM Approach to Decipher Missense Mutation Effects in α-Synuclein.40490407 · Deng, Zhun, Jian, Zhongyi, Wang, Mingzhan et al.2025 · 1 citationNano letters. 2025;25(24):9677-9685
Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity2505.24097v1 · Victor Li, Baiting Chen, Yuzhen Mao et al.2025 · 0 citationsarXiv
Statistical Inference under Performativity2505.18493v3 · Xiang Li, Yunai Li, Huiying Zhong et al.2025 · 0 citationsarXiv
Conformal Tail Risk Control for Large Language Model Alignment2502.20285v1 · Catherine Yu-Chi Chen, Jingyan Shen, Zhun Deng et al.2025 · 2 citationsarXiv
Arginine-Rich Peptides Regulate the Pathogenic Galectin-10 Crystallization and Mitigate Crystallopathy-Associated Inflammation.39894983 · Zhang, Wenbo, Li, Shuyuan, Wang, Yang et al.2025 · 2 citationsACS applied materials & interfaces. 2025;17(6):8949-8961
Improving Predictor Reliability with Selective Recalibration2410.05407v1 · Thomas P. Zollo, Zhun Deng, Jake C. Snell et al.2024 · 0 citationsarXiv
An Economic Solution to Copyright Challenges of Generative AI2404.13964v4 · Jiachen T. Wang, Zhun Deng, Hiroaki Chiba-Okabe et al.2024 · 6 citationsarXiv
Provable Pluralistic Alignment: Multi-Party RLHF under Offline Human Feedback2403.05006v2 · Huiying Zhong, Tianwei Gao, Zhiwei Steven Wu et al.2024 · 1 citationarXiv
Can AI Be as Creative as Humans?2401.01623v4 · Haonan Wang, James Zou, Michael Mozer et al.2024 · 7 citationsarXiv
Learning and Forgetting Unsafe Examples in Large Language Models2312.12736v2 · Jiachen Zhao, Zhun Deng, David Madras et al.2023 · 4 citationsarXiv
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models2311.13628v2 · Thomas P. Zollo, Todd Morrill, Zhun Deng et al.2023 · 2 citationsarXiv
PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification2310.06923v2 · Qianli Shen, Wai Hoh Tang, Zhun Deng et al.2023 · 1 citationarXiv
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models2310.00754v2 · Yiyang Zhou, Chenhang Cui, Jaehong Yoon et al.2023 · 41 citationsarXiv
Distribution-Free Statistical Dispersion Control for Societal Applications2309.13786v2 · Zhun Deng, Thomas P. Zollo, Jake C. Snell et al.2023 · 2 citationsarXiv
How Does Information Bottleneck Help Deep Learning?2305.18887v1 · Kenji Kawaguchi, Zhun Deng, Xu Ji et al.2023 · 17 citationsarXiv
Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks2304.03935v2 · Yuzhen Mao, Zhun Deng, Huaxiu Yao et al.2023 · 8 citationsarXiv
HappyMap: A Generalized Multi-calibration Method2303.04379v1 · Zhun Deng, Cynthia Dwork, Linjun Zhang2023 · 0 citationsarXiv
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data2302.06232v3 · Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng et al.2023 · 6 citationsarXiv
Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions2212.13629v1 · Jake C. Snell, Thomas P. Zollo, Zhun Deng et al.2022 · 2 citationsarXiv
Reinforcement Learning with Stepwise Fairness Constraints2211.03994v1 · Zhun Deng, He Sun, Zhiwei Steven Wu et al.2022 · 2 citationsarXiv
Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach2211.06398v1 · Jiayao Zhang, Hongming Zhang, Zhun Deng et al.2022 · 1 citationarXiv
Robustness Implies Generalization via Data-Dependent Generalization Bounds2206.13497v4 · Kenji Kawaguchi, Zhun Deng, Kyle Luh et al.2022 · 6 citationsarXiv
FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data2206.02792v1 · Zhun Deng, Jiayao Zhang, Linjun Zhang et al.2022 · 7 citationsarXiv
Understanding Dynamics of Nonlinear Representation Learning and Its Application.35231929 · Kawaguchi, Kenji, Zhang, Linjun, Deng, Zhun2022 · 2 citationsNeural computation. 2022;34(4):991-1018
Perturbation effect of single polar group substitution on the Self-Association of amphiphilic peptide helices.34887062 · Zhang, Wenbo, Liu, Mingwei, Yu, Lanlan et al.2022 · 3 citationsJournal of colloid and interface science. 2022;610:1005-1014
Scaffolding Sets2111.03135v2 · Maya Burhanpurkar, Zhun Deng, Cynthia Dwork et al.2021 · 0 citationsarXiv
The Power of Contrast for Feature Learning: A Theoretical Analysis2110.02473v4 · Wenlong Ji, Zhun Deng, Ryumei Nakada et al.2021 · 4 citationsarXiv
An Unconstrained Layer-Peeled Perspective on Neural Collapse2110.02796v2 · Wenlong Ji, Yiping Lu, Yiliang Zhang et al.2021 · 14 citationsarXiv
Adversarial Training Helps Transfer Learning via Better Representations2106.10189v1 · Zhun Deng, Linjun Zhang, Kailas Vodrahalli et al.2021 · 16 citationsarXiv
Opposite Regulatory Effects of Immobilized Cations on the Folding Vs. Assembly of Melittin.34178946 · Yu, Lanlan, Deng, Zhun, Zhang, Wenbo et al.2021 · 4 citationsFrontiers in chemistry. 2021;9:685947
Trends in the biological functions and medical applications of extracellular vesicles and analogues.34522580 · Zhao, Yan, Li, Xiaolu, Zhang, Wenbo et al.2021 · 61 citationsActa pharmaceutica Sinica. B. 2021;11(8):2114-2135
The Structural Understanding of Transthyretin Misfolding and the Inspired Drug Approaches for the Treatment of Heart Failure Associated With Transthyretin Amyloidosis.33679409 · He, Shan, He, Xinyue, Liu, Lei et al.2021 · 11 citationsFrontiers in pharmacology. 2021;12:628184
When and How Mixup Improves Calibration2102.06289v3 · Linjun Zhang, Zhun Deng, Kenji Kawaguchi et al.2021 · 23 citationsarXiv
Toward Better Generalization Bounds with Locally Elastic Stability2010.13988v2 · Zhun Deng, Hangfeng He, Weijie J. Su2020 · 14 citationsarXiv
Towards Understanding the Dynamics of the First-Order Adversaries2010.10650v1 · Zhun Deng, Hangfeng He, Jiaoyang Huang et al.2020 · 4 citationsarXiv
Plant-Derived Nanovesicles: A Novel Form of Nanomedicine.33154966 · Yu, Lanlan, Deng, Zhun, Liu, Lei et al.2020 · 65 citationsFrontiers in bioengineering and biotechnology. 2020;8:584391
Career total: 75 works. 59 are in this corpus.Showing the 50 most recent.
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