影响力指数

96.33/100

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全站排名 #121

发表论文35 篇

平均评分6.2

年均产出11.7 篇/年

Wei-Ying Ma

Full Professor@Tsinghua University·中国·OpenReview

研究方向

generative AI · AI for science · deep learning · natural language processing · information retrieval · data mining

MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

DCFold: Efficient Protein Structure Generation with Single Forward Pass

MoMa: A Simple Modular Learning Framework for Material Property Prediction

ICLR 2026Poster

Coder as Editor: Code‑driven Interpretable Molecular Optimization

ICLR 2026Rejected

Drugging the Undruggable: Benchmarking and Modeling Fragment-Based Screening

ICLR 2026Poster

Accelerating 3D Molecule Generative Models with Trajectory Diagnosis

NeurIPS 2025Poster

Straight-Line Diffusion Model for Efficient 3D Molecular Generation

NeurIPS 2025Poster

MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks

NeurIPS 2025Poster

AANet: Virtual Screening under Structural Uncertainty via Alignment and Aggregation

NeurIPS 2025Poster

Steering Protein Family Design through Profile Bayesian Flow

A Periodic Bayesian Flow for Material Generation

ICLR 2025Spotlight

CIDD: Collaborative Intelligence for Structure-Based Drug Design Empowered by LLMs

NeurIPS 2025Poster

Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space

NeurIPS 2025Poster

Redefining the task of Bioactivity Prediction

ICLR 2025Poster

ShortListing Model: A Streamlined Simplex Diffusion for Discrete Variable Generation

NeurIPS 2025Poster

UniGEM: A Unified Approach to Generation and Property Prediction for Molecules

ICLR 2025Poster

Reframing Structure-Based Drug Design Model Evaluation via Metrics Correlated to Practical Needs

ICLR 2025Poster

Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow

NeurIPS 2025Poster

FIGRDock: Fast Interaction-Guided Regression for Flexible Docking

NeurIPS 2025Poster

Retro-R1: LLM-based Agentic Retrosynthesis

NeurIPS 2025Poster

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

NeurIPS 2025Poster

Smooth Interpolation for Improved Discrete Graph Generative Models

ICML 2025Poster

Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks

ICML 2025Poster

Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule

ICML 2025Poster

Smooth Probabilistic Interpolation Benefits Generative Modeling for Discrete Graphs

ICLR 2025Rejected

Unlocking the Power of Gradient Guidance for Structure-Based Molecule Optimization

ICLR 2025Rejected

ON EXTRAPOLATION IN MATERIAL PROPERTY REGRESSION

ICLR 2025Rejected

MoleculeCLA: Rethinking Molecular Benchmark via Computational Ligand-Target Binding Analysis

ICLR 2025Withdrawn

合作者 (20)