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82.38/100

前 1.2%

全站排名 #749

发表论文21 篇

平均评分5.6

年均产出7.0 篇/年

Jianzhu Ma

Associate Professor@Tsinghua University·中国·OpenReview

研究方向

Protein Design · Interpretable machine learning and System Biology · Machine learning and protein structure prediction

Can Language Models Discover Scaling Laws?

ICLR 2026Poster

Inference-time scaling of diffusion models through classical search

ICLR 2026Poster

Interpretable Reinforcement Learning with Self-Abstraction and Refinement

ICLR 2026Withdrawn

ReSIP: Reinforcement Learning with Symbolic Inductive Planning for Interpretable and Generalizable Pixel-Based Control

ICLR 2026Withdrawn

Continual Learning via Continual Weighted Sparsity and Meta-Plasticity Scheduling

ICLR 2026Rejected

Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling

ICML 2025Poster

UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design

ICML 2025Poster

Group Ligands Docking to Protein Pockets

ICLR 2025Poster

TFG-Flow: Training-free Guidance in Multimodal Generative Flow

ICLR 2025Poster

Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows

ICLR 2025Poster

Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension

ICLR 2025Poster

Safety-Polarized and Prioritized Reinforcement Learning

ICML 2025Poster

Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints

ICML 2025Poster

Dual Flows with Contrastive Guidance for Generating Highly Designable Proteins

ICLR 2025Rejected

Continual Learning via Continual Weighted Sparsity and Meta-Plasticity Scheduling

ICLR 2025Rejected

From Skills to Plans: Automatic Skill Discovery and Symbolic Interpretation for Compositional Tasks

ICLR 2025Withdrawn

合作者 (20)