Cheng Tan

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authored a paper 16 days ago

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

Paper • 2512.06835 • Published 19 days ago • 3

authored 2 papers 25 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 25 days ago • 88

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

authored 8 papers 9 months ago

SemiReward: A General Reward Model for Semi-supervised Learning

Paper • 2310.03013 • Published Oct 4, 2023 • 2

General Point Model with Autoencoding and Autoregressive

Paper • 2310.16861 • Published Oct 25, 2023

A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer

Paper • 2402.02464 • Published Feb 4, 2024

Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks

Paper • 2403.01400 • Published Mar 3, 2024

PiFold: Toward effective and efficient protein inverse folding

Paper • 2209.12643 • Published Sep 22, 2022 • 1

Efficient Multi-order Gated Aggregation Network

Paper • 2211.03295 • Published Nov 7, 2022 • 3

Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions

Paper • 2406.05688 • Published Jun 9, 2024 • 1

RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design

Paper • 2301.10774 • Published Jan 25, 2023