Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yiwen, Ding, Keyan, Wu, Yihang, Zhuang, Xiang, Yang, Yi, Zhang, Qiang, Chen, Huajun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Knowledge-Augmented Long-CoT Generation for Complex Biomolecular Reasoning
by: Lyu, Tianwen, et al.
Published: (2025)
by: Lyu, Tianwen, et al.
Published: (2025)
SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration
by: Ding, Keyan, et al.
Published: (2025)
by: Ding, Keyan, et al.
Published: (2025)
Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
by: Wang, Yuhao, et al.
Published: (2025)
by: Wang, Yuhao, et al.
Published: (2025)
Embodied Science: Closing the Discovery Loop with Agentic Embodied AI
by: Zhuang, Xiang, et al.
Published: (2026)
by: Zhuang, Xiang, et al.
Published: (2026)
Cross-Modality Controlled Molecule Generation with Diffusion Language Model
by: Zhang, Yunzhe, et al.
Published: (2025)
by: Zhang, Yunzhe, et al.
Published: (2025)
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
by: Liu, Zhenghao, et al.
Published: (2025)
by: Liu, Zhenghao, et al.
Published: (2025)
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization
by: Zhang, Junlei, et al.
Published: (2025)
by: Zhang, Junlei, et al.
Published: (2025)
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations
by: Chen, Nuo, et al.
Published: (2023)
by: Chen, Nuo, et al.
Published: (2023)
Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models
by: Zhong, Yi, et al.
Published: (2026)
by: Zhong, Yi, et al.
Published: (2026)
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research
by: Qiao, Shuofei, et al.
Published: (2026)
by: Qiao, Shuofei, et al.
Published: (2026)
ChemVA: Advancing Large Language Models on Chemical Reaction Diagrams Understanding
by: Rao, Mingyang, et al.
Published: (2026)
by: Rao, Mingyang, et al.
Published: (2026)
Large Knowledge Model: Perspectives and Challenges
by: Chen, Huajun
Published: (2023)
by: Chen, Huajun
Published: (2023)
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
by: Zhang, Jintian, et al.
Published: (2024)
by: Zhang, Jintian, et al.
Published: (2024)
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
by: Zhang, Chenghao, et al.
Published: (2025)
by: Zhang, Chenghao, et al.
Published: (2025)
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
Breaking Contextual Inertia: Reinforcement Learning with Single-Turn Anchors for Stable Multi-Turn Interaction
by: Chen, Xingwu, et al.
Published: (2026)
by: Chen, Xingwu, et al.
Published: (2026)
IceBreaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters
by: Zheng, Hongwei, et al.
Published: (2026)
by: Zheng, Hongwei, et al.
Published: (2026)
Breaking the Factorization Barrier in Diffusion Language Models
by: Li, Ian, et al.
Published: (2026)
by: Li, Ian, et al.
Published: (2026)
Atomic Diffusion Models for Small Molecule Structure Elucidation from NMR Spectra
by: Xiong, Ziyu, et al.
Published: (2025)
by: Xiong, Ziyu, et al.
Published: (2025)
Breaking the Static Graph: Context-Aware Traversal for Robust Retrieval-Augmented Generation
by: Lau, Kwun Hang, et al.
Published: (2026)
by: Lau, Kwun Hang, et al.
Published: (2026)
Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems
by: Yang, Weiqin, et al.
Published: (2025)
by: Yang, Weiqin, et al.
Published: (2025)
Tracking and Segmenting Anything in Any Modality
by: Zhang, Tianlu, et al.
Published: (2025)
by: Zhang, Tianlu, et al.
Published: (2025)
FBCIR: Balancing Cross-Modal Focuses in Composed Image Retrieval
by: Zhao, Chenchen, et al.
Published: (2026)
by: Zhao, Chenchen, et al.
Published: (2026)
M$^3$Prune: Hierarchical Communication Graph Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation
by: Shao, Weizi, et al.
Published: (2025)
by: Shao, Weizi, et al.
Published: (2025)
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion
by: Sun, Xichen, et al.
Published: (2026)
by: Sun, Xichen, et al.
Published: (2026)
Text-guided Diffusion Model for 3D Molecule Generation
by: Luo, Yanchen, et al.
Published: (2024)
by: Luo, Yanchen, et al.
Published: (2024)
Start from Video-Music Retrieval: An Inter-Intra Modal Loss for Cross Modal Retrieval
by: Chen, Zeyu, et al.
Published: (2024)
by: Chen, Zeyu, et al.
Published: (2024)
Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification?
by: Lin, Fei, et al.
Published: (2025)
by: Lin, Fei, et al.
Published: (2025)
Gradient Coupling: The Hidden Barrier to Generalization in Agentic Reinforcement Learning
by: Liu, Jingyu, et al.
Published: (2025)
by: Liu, Jingyu, et al.
Published: (2025)
SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large Language Models in Scientific Tasks
by: Li, Tianhao, et al.
Published: (2024)
by: Li, Tianhao, et al.
Published: (2024)
Retrieval-Augmented Robots via Retrieve-Reason-Act
by: Temiraliev, Izat, et al.
Published: (2026)
by: Temiraliev, Izat, et al.
Published: (2026)
Evaluating Reward Model Generalization via Pairwise Maximum Discrepancy Competitions
by: Luo, Shunyang, et al.
Published: (2026)
by: Luo, Shunyang, et al.
Published: (2026)
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework
by: Ling, Zihan, et al.
Published: (2025)
by: Ling, Zihan, et al.
Published: (2025)
Breaking Robustness Barriers in Cognitive Diagnosis: A One-Shot Neural Architecture Search Perspective
by: Wang, Ziwen, et al.
Published: (2026)
by: Wang, Ziwen, et al.
Published: (2026)
Cognitive-Aligned Document Selection for Retrieval-augmented Generation
by: Wan, Bingyu, et al.
Published: (2025)
by: Wan, Bingyu, et al.
Published: (2025)
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
by: Wang, Junjie, et al.
Published: (2024)
by: Wang, Junjie, et al.
Published: (2024)
Breaking Language Barriers: Equitable Performance in Multilingual Language Models
by: Nagar, Tanay, et al.
Published: (2025)
by: Nagar, Tanay, et al.
Published: (2025)
DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling
by: Li, Wenyuan, et al.
Published: (2024)
by: Li, Wenyuan, et al.
Published: (2024)
CrashAgent: Crash Scenario Generation via Multi-modal Reasoning
by: Li, Miao, et al.
Published: (2025)
by: Li, Miao, et al.
Published: (2025)
Similar Items
-
Knowledge-Augmented Long-CoT Generation for Complex Biomolecular Reasoning
by: Lyu, Tianwen, et al.
Published: (2025) -
SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration
by: Ding, Keyan, et al.
Published: (2025) -
Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
by: Wang, Yuhao, et al.
Published: (2025) -
Embodied Science: Closing the Discovery Loop with Agentic Embodied AI
by: Zhuang, Xiang, et al.
Published: (2026) -
Cross-Modality Controlled Molecule Generation with Diffusion Language Model
by: Zhang, Yunzhe, et al.
Published: (2025)