MolLean: A Process-Verifiable Language for Chemical Reasoning
Chemical reasoning, checked step by step.
Cite this work View paper
Research papers / 01
Publications
My work on molecular representations, chemical reasoning, scientific agents, and evaluation.
The little phoenix can help you find a paper by title or topic.
2026 12 papers
STAMP as a topology-aware molecular language for fragment-level learning and editing
A molecular language built from reusable fragments.
Cite this work View paper
Molecular LLM Agents: From Architectural Design to Scientific Autonomy
From tool-using assistants to scientific autonomy.
Cite this work View paper
Chemical Chain-of-Thought Functions as a Hallucination-Prone Molecular Scratchpad
Tracing the role of chemical scratchpads.
Cite this work View paper
Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning
Connecting clinical needs with model capabilities.
IF 10.0 Cite this work View paper
Do LLMs Truly Generalize in the Molecular Domain? A Perturbation-Based Analysis
How far does molecular understanding generalize?
Cite this work View paper
MolViBench: Evaluating LLMs on Molecular Vibe Coding
Can generated code do useful molecular science?
Cite this work View paper
Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation
One design brief. Many possible molecules.
CCF A Cite this work View paper
MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts
Aligning molecular details with their descriptions.
CCF A IF 10.4 Cite this work View paper
IAG: Input-Aware Backdoor Attack on VLM-Based Visual Grounding
Vision Language Models, Security
CCF A Cite this work View paper
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
Putting calculation-intensive reasoning to the test.
CCF A Cite this work View paper
2025 5 papers
Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery
Molecule Discovery, Large Language Models
Cite this work View paper
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
Vision Large Language Models, Reasoning
CCF A Cite this work View paper
Llama-berry: Pairwise optimization for o1-like olympiad-level mathematical reasoning
Large Language Models, Reasoning
CCF B Cite this work View paper
Large Language Models are In-Context Molecule Learners
Molecule Discovery, Large Language Models
CCF A IF 10.4 Cite this work View paper
Search Engine Augmented Chinese Named Entity Recognition for Big Data Content Security
Chinese Named Entity Recognition, Search Engine Augmentation
Cite this work View paper
2024 5 papers
Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective
Molecule Discovery, Large Language Models
CCF A IF 10.4 Cite this work View paper
Recommender Systems in the Era of Large Language Models (LLMs)
Recommender Systems, Large Language Models
CCF A IF 10.4 Cite this work View paper
Chemllm: A chemical large language model
Molecule Discovery, Large Language Models
Cite this work View paper
Fast graph condensation with structure-based neural tangent kernel
Graph Condensation
CCF A Cite this work View paper
MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity Recognition
Multi-feature embeddings for Chinese named entity recognition and character substitution.
CCF C Cite this work View paper
2023 2 papers
Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing
Narrative Framing
CCF A Cite this work View paper
Generative Diffusion Models on Graphs: Methods and Applications
A survey of graph diffusion models, with applications to molecular and protein modeling.
CCF A Cite this work View paper
2022 2 papers
Improving Chinese Named Entity Recognition by Search Engine Augmentation
Search-engine knowledge for semantic augmentation in Chinese named entity recognition.
Cite this work View paper
Exploring Effective Information Utilization in Multi-Turn Topic-Driven Conversations
Combining topics and dialogue history through Fusion-in-Decoder for multi-turn conversation.
Cite this work View paper
2021 2 papers
Generation of Hospital Emergency Department Layouts Based on Generative Adversarial Networks
Generating hospital emergency department layouts with hierarchical design and generative adversarial networks.
IF 7.4 Cite this work View paper
Two Generative Design Methods of Hospital Operating Department Layouts Based on Healthcare Systematic Layout Planning and Generative Adversarial Network
Hospital operating department layout generation using healthcare layout planning and generative adversarial networks.
Cite this work View paper