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chengtan9907 

authored a paper 19 days ago

Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning

Paper • 2512.06835 • Published 22 days ago • 3

chengtan9907 

authored 2 papers 27 days ago

GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models

Paper • 2511.11134 • Published Nov 14 • 31

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights

Paper • 2512.01816 • Published 28 days ago • 88

Lupin1998 

authored 2 papers about 1 month ago

GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models

Paper • 2511.11134 • Published Nov 14 • 31

MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging

Paper • 2511.14806 • Published Nov 17 • 8

chengtan9907 

authored 9 papers about 2 months ago

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Paper • 2306.11249 • Published Jun 20, 2023 • 2

SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive Learning

Paper • 2211.12509 • Published Nov 22, 2022

Depth3DLane: Monocular 3D Lane Detection via Depth Prior Distillation

Paper • 2504.18325 • Published Apr 25

Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions

Paper • 2508.03173 • Published Aug 5 • 1

StructVRM: Aligning Multimodal Reasoning with Structured and Verifiable Reward Models

Paper • 2508.05383 • Published Aug 7

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Paper • 2508.21148 • Published Aug 28 • 140

SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches

Paper • 2508.01237 • Published Aug 2

ODesign: A World Model for Biomolecular Interaction Design

Paper • 2510.22304 • Published Oct 25 • 22

Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs

Paper • 2510.23127 • Published Oct 27 • 5

Lupin1998 

authored a paper 2 months ago

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Paper • 2510.23479 • Published Oct 27 • 14

Lupin1998 

authored 2 papers 5 months ago

Life-Code: Central Dogma Modeling with Multi-Omics Sequence Unification

Paper • 2502.07299 • Published Feb 11 • 2

Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning

Paper • 2507.21049 • Published Jul 28 • 40

Lupin1998 

authored 2 papers 7 months ago

SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive Learning

Paper • 2211.12509 • Published Nov 22, 2022

Taming LLMs by Scaling Learning Rates with Gradient Grouping

Paper • 2506.01049 • Published Jun 1 • 38

Lupin1998 

authored a paper 9 months ago

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Paper • 2306.11249 • Published Jun 20, 2023 • 2