MM
Martin Renqiang Min
cs.CVcs.LGcs.AIstat.MLcs.CLcs.NEPeptideseess.IVNeural Networks, Computerq-bio.QM
On Valency
published · living versionsW_hvs7dcbp·v1 · currentpublished
Judging the Justification: Decision Certificate Supervision for Generative Reward Models
with Guiquan Sun, Bing Bai, Dongjin Song
1 version
W_ku69regn·v1published
Preprints & journals
64 papers in the corpus · 2009–2026Judging the Justification: Decision Certificate Supervision for Generative Reward Models2610.27528v1 · Guiquan Sun, Bing Bai, Martin Renqiang Min et al.2026 · 0 citationsarXivon Valency
Auditing Tool Traces in Agentic LLMs: Source Localization and Counterfactual Dependence Testing2610.25540v1 · Junhao Liu, Tianxiao Li, Yongxian Wu et al.2026 · 0 citationsarXivon Valency
CalibFree: Self-Supervised View Feature Separation for Calibration-Free Multi-Camera Multi-Object Tracking2605.09245v1 · Ruiqi Xian, Deep Patel, Iain Melvin et al.2026 · 0 citationsarXiv
Uncertainty-Guided Latent Diagnostic Trajectory Learning for Sequential Clinical Diagnosis2604.05116v2 · Xuyang Shen, Haoran Liu, Dongjin Song et al.2026 · 0 citationsarXiv
Disentangled autoencoding equivariant diffusion model for controlled generation of 3D molecules.41932950 · Li, Tianxiao, Liu, Haoran, Guo, Hongyu et al.2026 · 0 citationsNature communications. 2026;17(1)
Generative AI Guided Design of High-Affinity T cell Receptors10.64898/2026.02.12.705547v2 · Min, M. R., Li, T., Onoguchi, K. et al.2026 · 0 citationsbioRxiv
Object-Aware 4D Human Motion Generation2511.00248v1 · Shurui Gui, Deep Anil Patel, Xiner Li et al.2025 · 0 citationsarXiv
EditGRPO: Reinforcement Learning with Post-Rollout Edits for Clinically Accurate Chest X-Ray Report Generation2509.22812v2 · Kai Zhang, Christopher Malon, Lichao Sun et al.2025 · 1 citationarXiv
DiscussLLM: Teaching Large Language Models When to Speak2508.18167v2 · Deep Anil Patel, Iain Melvin, Christopher Malon et al.2025 · 0 citationsarXiv
Planner3D: LLM-enhanced Graph Prior Meets 3D Indoor Scene Explicit Regularization.40853827 · Wei, Yao, Min, Martin Renqiang, Vosselman, George et al.2025 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
Identifying Combinatorial Regulatory Genes for Cell Fate Decision via Reparameterizable Subset Explanations.41426294 · Liu, Junhao, Zhang, Pengpeng, Min, Martin Renqiang et al.2026 · 1 citationKDD : proceedings. International Conference on Knowledge Discovery & Data Mining. 2025;2025(v2):1823-1832
Group Relative Augmentation for Data Efficient Action Detection2507.21353v1 · Deep Anil Patel, Iain Melvin, Zachary Izzo et al.2025 · 0 citationsarXiv
PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design2506.11420v2 · Zhenqiao Song, Tiaoxiao Li, Lei Li et al.2025 · 0 citationsarXiv
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach2506.03979v3 · Haoxuan Chen, Yinuo Ren, Martin Renqiang Min et al.2025 · 0 citationsarXiv
Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation2502.15040v1 · Yun-Wei Chu, Kai Zhang, Christopher Malon et al.2025 · 2 citationsarXiv
Learning Disentangled Equivariant Representation for Explicitly Controllable 3D Molecule Generation2412.15086v1 · Haoran Liu, Youzhi Luo, Tianxiao Li et al.2024 · 0 citationsarXiv
Understanding Transcriptional Regulatory Redundancy by Learnable Global Subset Perturbations.41383722 · Liu, Junhao, Xu, Siwei, Riffle, Dylan et al.2026 · 0 citationsProceedings of machine learning research. 2024;260:383-398
Exploiting VLM Localizability and Semantics for Open Vocabulary Action Detection2411.10922v1 · Wentao Bao, Kai Li, Yuxiao Chen et al.2024 · 6 citationsarXiv
Variational methods for Learning Multilevel Genetic Algorithms using the Kantorovich Monad2411.09779v1 · Jonathan Warrell, Francesco Alesiani, Cameron Smith et al.2024 · 0 citationsarXiv
Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models2410.08436v2 · Zi'ou Zheng, Christopher Malon, Martin Renqiang Min et al.2024 · 2 citationsarXiv
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models2410.08207v3 · Xiaoxiao He, Quan Dao, Ligong Han et al.2024 · 0 citationsarXiv
Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment2409.16145v1 · Yuxiao Chen, Kai Li, Wentao Bao et al.2024 · 5 citationsarXiv
Predicting spatially resolved gene expression via tissue morphology using adaptive spatial GNNs.39230702 · Song, Tianci, Cosatto, Eric, Wang, Gaoyuan et al.2024 · 7 citationsBioinformatics (Oxford, England). 2024;40(Suppl 2):ii111-ii119
Impeller: a path-based heterogeneous graph learning method for spatial transcriptomic data imputation.38806165 · Duan, Ziheng, Riffle, Dylan, Li, Ren et al.2024 · 11 citationsBioinformatics (Oxford, England). 2024;40(6)
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos2403.02782v2 · Kumaranage Ravindu Yasas Nagasinghe, Honglu Zhou, Malitha Gunawardhana et al.2024 · 7 citationsProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 , Pages 18816-18826
Turtling: a time-aware neural topic model on NIH grant data.38952748 · Zhang, Ruiyi, Duan, Ziheng, Lee, CheYu et al.2026 · 2 citationsBioinformatics advances. 2023;3(1):vbad096
Exploring Compositional Visual Generation with Latent Classifier Guidance2304.12536v2 · Changhao Shi, Haomiao Ni, Kai Li et al.2023 · 6 citationsarXiv
Conditional Image-to-Video Generation with Latent Flow Diffusion Models2303.13744v1 · Haomiao Ni, Changhao Shi, Kai Li et al.2023 · 125 citationsarXiv
T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy2303.02162v1 · Ziqi Chen, Martin Renqiang Min, Hongyu Guo et al.2023 · 0 citationsarXiv
Binding peptide generation for MHC Class I proteins with deep reinforcement learning.36692135 · Chen, Ziqi, Zhang, Baoyi, Guo, Hongyu et al.2023 · 17 citationsBioinformatics (Oxford, England). 2023;39(2)
Attribute-Centric Compositional Text-to-Image Generation2301.01413v1 · Yuren Cong, Martin Renqiang Min, Li Erran Li et al.2023 · 8 citationsarXiv
Attentive Variational Information Bottleneck for TCR-peptide interaction prediction.36571499 · Grazioli, Filippo, Machart, Pierre, Mösch, Anja et al.2023 · 16 citationsBioinformatics (Oxford, England). 2023;39(1)
On TCR binding predictors failing to generalize to unseen peptides.36341448 · Grazioli, Filippo, Mösch, Anja, Machart, Pierre et al.2022 · 82 citationsFrontiers in immunology. 2022;13:1014256
Disentangled Wasserstein Autoencoder for T-Cell Receptor Engineering2210.08171v2 · Tianxiao Li, Hongyu Guo, Filippo Grazioli et al.2022 · 2 citationsarXiv
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis2203.15799v1 · Zhiheng Li, Martin Renqiang Min, Kai Li et al.2022 · 42 citationsarXiv
Learning Transferable Reward for Query Object Localization with Policy Adaptation2202.12403v3 · Tingfeng Li, Shaobo Han, Martin Renqiang Min et al.2022 · 1 citationarXiv
A Deep Generative Model for Molecule Optimization via One Fragment Modification.35187404 · Chen, Ziqi, Min, Martin Renqiang, Parthasarathy, Srinivasan et al.2024 · 94 citationsNature machine intelligence. 2021;3(12):1040-1049
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders2110.08718v1 · Ligong Han, Sri Harsha Musunuri, Martin Renqiang Min et al.2021 · 11 citationsarXiv
Dual Projection Generative Adversarial Networks for Conditional Image Generation2108.09016v2 · Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos et al.2021 · 21 citationsarXiv
DECODE: a Deep-learning framework for Condensing enhancers and refining boundaries with large-scale functional assays.34252960 · Chen, Zhanlin, Zhang, Jing, Liu, Jason et al.2021 · 12 citationsBioinformatics (Oxford, England). 2021;37(Suppl_1):i280-i288
Ranking-Based Convolutional Neural Network Models for Peptide-MHC Class I Binding Prediction.34079815 · Chen, Ziqi, Min, Martin Renqiang, Ning, Xia2024 · 13 citationsFrontiers in molecular biosciences. 2021;8:634836
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning2103.10574v2 · Honglu Zhou, Asim Kadav, Farley Lai et al.2021 · 4 citationsarXiv
Disentangled Recurrent Wasserstein Autoencoder2101.07496v1 · Jun Han, Martin Renqiang Min, Ligong Han et al.2021 · 13 citationsarXiv
Ranking-based Convolutional Neural Network Models for Peptide-MHC Binding Prediction2012.02840v2 · Ziqi Chen, Martin Renqiang Min, Xia Ning2020 · 0 citationsarXiv
Model-based autoencoders for imputing discrete single-cell RNA-seq data.32971193 · Tian, Tian, Min, Martin Renqiang, Wei, Zhi2022 · 17 citationsMethods (San Diego, Calif.). 2021;192:112-119
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance2006.00693v3 · Pengyu Cheng, Martin Renqiang Min, Dinghan Shen et al.2020 · 72 citationsarXiv
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation2005.11437v1 · Yizhe Zhu, Martin Renqiang Min, Asim Kadav et al.2020 · 81 citationsarXiv
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective1909.05995v2 · Kai Li, Martin Renqiang Min, Yun Fu2019 · 144 citationsarXiv
A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction1905.05614v1 · Xiaoyuan Liang, Guiling Wang, Martin Renqiang Min et al.2019 · 32 citationsProceedings of the 2019 SIAM International Conference on Data Mining
Disentangled Deep Autoencoding Regularization for Robust Image Classification1902.11134v1 · Zhenyu Duan, Martin Renqiang Min, Li Erran Li et al.2019 · 1 citationarXiv
Career total: 96 works. 64 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.