Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification?
Paper ā¢ 2506.10912 ā¢ Published
HydroSophy
non-profit
AI & ML interests
AI for Science, Molecular Modeling, Large Language Models, Multimodal Learning, Dataset Benchmarking, Drug Design, and Structural Biology.
Recent Activity
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CusyoungĀ
authored 11
papers about 2 months ago
Robotic Visual Instruction
Paper ā¢ 2505.00693 ā¢ Published ā¢ 1
MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique
Paper ā¢ 2511.09067 ā¢ Published ā¢ 2
Interleave-VLA: Enhancing Robot Manipulation with Interleaved Image-Text Instructions
Paper ā¢ 2505.02152 ā¢ Published
IGen: Scalable Data Generation for Robot Learning from Open-World Images
Paper ā¢ 2512.01773 ā¢ Published ā¢ 1
ACE-Brain-0: Spatial Intelligence as a Shared Scaffold for Universal Embodiments
Paper ā¢ 2603.03198 ā¢ Published ā¢ 4
Out of the Memory Barrier: A Highly Memory Efficient Training System for LLMs with Million-Token Contexts
Paper ā¢ 2602.02108 ā¢ Published
SpaceDG: Benchmarking Spatial Intelligence under Visual Degradation
Paper ā¢ 2605.22536 ā¢ Published ā¢ 28
ToxiEval-ZKP: A Structure-Private Verification Framework for Molecular Toxicity Repair Tasks
Paper ā¢ 2508.12035 ā¢ Published
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Paper ā¢ 2605.23904 ā¢ Published ā¢ 256
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
Paper ā¢ 2605.23899 ā¢ Published ā¢ 29
feilin-mustĀ
updated a
Space about 2 months ago
feilin-mustĀ
updated a
dataset about 2 months ago
CusyoungĀ
published a
dataset about 1 year ago
CusyoungĀ
updated a
dataset about 1 year ago
CusyoungĀ
authored 5
papers about 1 year ago
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning
Paper ā¢ 2403.17369 ā¢ Published ā¢ 2
Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?
Paper ā¢ 2503.07890 ā¢ Published ā¢ 2
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation
Paper ā¢ 2504.06220 ā¢ Published ā¢ 1
SpaCE-10: A Comprehensive Benchmark for Multimodal Large Language Models in Compositional Spatial Intelligence
Paper ā¢ 2506.07966 ā¢ Published ā¢ 1
Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces
Paper ā¢ 2506.00123 ā¢ Published ā¢ 35