Cover Image

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Qinsi, Ye, Hancheng, Kim, Jinhee, Ke, Jinghan, Wang, Yifei, Kuo, Martin, Shao, Zishan, Li, Dongting, Lin, Yueqian, Jiang, Ting, Wei, Chiyue, Qian, Qi, Wen, Wei, Li, Helen, Chen, Yiran
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MARS: Efficient, Adaptive Co-Scheduling for Heterogeneous Agentic Systems
by: Wang, Yifei, et al.
Published: (2026)

Angles Don't Lie: Unlocking Training-Efficient RL Through the Model's Own Signals
by: Wang, Qinsi, et al.
Published: (2025)

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models
by: Shao, Zishan, et al.
Published: (2025)

CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models
by: Wang, Qinsi, et al.
Published: (2025)

HippoMM: Hippocampal-inspired Multimodal Memory for Long Audiovisual Event Understanding
by: Lin, Yueqian, et al.
Published: (2025)

FlashSVD v1.5: Making Low-Rank Transformers Inference Actually Fast
by: Wu, Wenhao, et al.
Published: (2026)

FlashFPS: Efficient Farthest Point Sampling for Large-Scale Point Clouds via Pruning and Caching
by: Fu, Yuzhe, et al.
Published: (2026)

AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning
by: Lin, Yueqian, et al.
Published: (2025)

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives
by: Wang, Qinsi, et al.
Published: (2025)

H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking
by: Kuo, Martin, et al.
Published: (2025)

CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation
by: Wang, Qinsi, et al.
Published: (2024)

DA-Cramming: Enhancing Cost-Effective Language Model Pretraining with Dependency Agreement Integration
by: Kuo, Martin, et al.
Published: (2023)

FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing
by: Fu, Yuzhe, et al.
Published: (2025)

Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models
by: Wei, Chiyue, et al.
Published: (2025)

ZEUS: Accelerating Diffusion Models with Only Second-Order Predictor
by: Wang, Yixiao, et al.
Published: (2026)

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play
by: Wang, Qinsi, et al.
Published: (2025)

Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap
by: Lin, Yueqian, et al.
Published: (2025)

MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models
by: Wang, Han, et al.
Published: (2026)

KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
by: Ye, Hancheng, et al.
Published: (2025)

SADA: Stability-guided Adaptive Diffusion Acceleration
by: Jiang, Ting, et al.
Published: (2025)

MolLangBench: A Comprehensive Benchmark for Language-Prompted Molecular Structure Recognition, Editing, and Generation
by: Cai, Feiyang, et al.
Published: (2025)

Bridging the Perception Gap: A Lightweight Coarse-to-Fine Architecture for Edge Audio Systems
by: Zhang, Hengfan, et al.
Published: (2026)

Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing
by: Liu, Yudong, et al.
Published: (2025)

Proximal Quasi-Newton Method for Composite Optimization over the Stiefel Manifold
by: Wang, Qinsi, et al.
Published: (2025)

An Adaptive Regularized Proximal Newton-Type Methods for Composite Optimization over the Stiefel Manifold
by: Wang, Qinsi, et al.
Published: (2024)

MUSE: A Run-Centric Platform for Multimodal Unified Safety Evaluation of Large Language Models
by: Wang, Zhongxi, et al.
Published: (2026)

RATT: A Thought Structure for Coherent and Correct LLM Reasoning
by: Zhang, Jinghan, et al.
Published: (2024)

Beyond Static Question Banks: Dynamic Knowledge Expansion via LLM-Automated Graph Construction and Adaptive Generation
by: Wang, Yingquan, et al.
Published: (2026)

Prosperity: Accelerating Spiking Neural Networks via Product Sparsity
by: Wei, Chiyue, et al.
Published: (2025)

Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks
by: Wei, Chiyue, et al.
Published: (2025)

Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication
by: Shan, Haoxuan, et al.
Published: (2025)

VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models
by: Xu, Mingjie, et al.
Published: (2025)

Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
by: Wang, Shuaiqi, et al.
Published: (2025)

SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection
by: Li, Haoyi, et al.
Published: (2025)

VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format
by: Wang, Yueqian, et al.
Published: (2024)

LLaViDA: A Large Language Vision Driving Assistant for Explicit Reasoning and Enhanced Trajectory Planning
by: Liu, Yudong, et al.
Published: (2025)

PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models
by: Meng, Fanqing, et al.
Published: (2024)

DPad: Efficient Diffusion Language Models with Suffix Dropout
by: Chen, Xinhua, et al.
Published: (2025)

NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models
by: Qian, Chen, et al.
Published: (2024)

Model Reprogramming Demystified: A Neural Tangent Kernel Perspective
by: Chung, Ming-Yu, et al.
Published: (2025)