OmniMatBench: A Human-Calibrated Multimodal Reasoning Benchmark Across 19 Materials Science Subfields
Paper • 2605.29833 • Published
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jiaxie
authored 7
papers about 7 hours ago
Eigenbasis-Independent Learnable Spectral Positional Encodings for Directed Graphs via Hermitian Block Krylov Subspaces
Paper • 2607.07032 • Published
ABOPD: Antibody CDR Design via On-Policy Distillation
Paper • 2607.18835 • Published
Reachability Is Not Realization: Tracing the Sources of LLM Benchmark Gains
Paper • 2608.03219 • Published
Equivariant Neural Primal-Dual Assignment for Maximum Common Edge Subgraphs
Paper • 2609.32661 • Published
Analytic-Walk Rotary Positional Encodings for Graphs
Paper • 2609.32178 • Published
$\text{GSF-}χ$: Global Stereochemical Fields for Chiral Graph Transformers
Paper • 2609.12532 • Published • 1
jiaxie
authored 7
papers 6 months ago
Benchmarking Positional Encodings for GNNs and Graph Transformers
Paper • 2411.12732 • Published • 1
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
Paper • 2509.01396 • Published • 59
MolSpectLLM: A Molecular Foundation Model Bridging Spectroscopy, Molecule Elucidation, and 3D Structure Generation
Paper • 2509.21861 • Published • 2
QCBench: Evaluating Large Language Models on Domain-Specific Quantitative Chemistry
Paper • 2508.01670 • Published
MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization
Paper • 2512.20135 • Published
NMRGym: A Comprehensive Benchmark for Nuclear Magnetic Resonance Based Molecular Structure Elucidation
Paper • 2601.15763 • Published • 1
PolyReal: A Benchmark for Real-World Polymer Science Workflows
Paper • 2604.02934 • Published • 2
jiaxie
authored a
paper over 1 year ago