TDA-RC: Task-Driven Alignment for Knowledge-Based Reasoning Chains in Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Jiaquan, Sun, Qigan, Zhang, Chaoning, Wang, Xudong, Huang, Zhenzhen, Zhou, Yitian, Zheng, Pengcheng, Tai, Chi-lok Andy, Bae, Sung-Ho, Ma, Zeyu, Qin, Caiyan, Guo, Jinyu, Yang, Yang, Shen, Hengtao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Similarity to Structure: Training-free LLM Context Compression with Hybrid Graph Priors
by: Zhou, Yitian, et al.
Published: (2026)
by: Zhou, Yitian, et al.
Published: (2026)
Transforming External Knowledge into Triplets for Enhanced Retrieval in RAG of LLMs
by: Wang, Xudong, et al.
Published: (2026)
by: Wang, Xudong, et al.
Published: (2026)
Efficient and Interpretable Multi-Agent LLM Routing via Ant Colony Optimization
by: Wang, Xudong, et al.
Published: (2026)
by: Wang, Xudong, et al.
Published: (2026)
Optimizing Soft Prompt Tuning via Structural Evolution
by: Huang, Zhenzhen, et al.
Published: (2026)
by: Huang, Zhenzhen, et al.
Published: (2026)
GRASP: Guided Region-Aware Sparse Prompting for Adapting MLLMs to Remote Sensing
by: Sun, Qigan, et al.
Published: (2026)
by: Sun, Qigan, et al.
Published: (2026)
Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain
by: Zhang, Jiaquan, et al.
Published: (2026)
by: Zhang, Jiaquan, et al.
Published: (2026)
Small Language Model Helps Resolve Semantic Ambiguity of LLM Prompt
by: Huang, Zhenzhen, et al.
Published: (2026)
by: Huang, Zhenzhen, et al.
Published: (2026)
Topology-Aware Layer Pruning for Large Vision-Language Models
by: Zheng, Pengcheng, et al.
Published: (2026)
by: Zheng, Pengcheng, et al.
Published: (2026)
Rethinking Input Domains in Physics-Informed Neural Networks via Geometric Compactification Mappings
by: Huang, Zhenzhen, et al.
Published: (2026)
by: Huang, Zhenzhen, et al.
Published: (2026)
Lightweight LLM Agent Memory with Small Language Models
by: Zhang, Jiaquan, et al.
Published: (2026)
by: Zhang, Jiaquan, et al.
Published: (2026)
Text summarization via global structure awareness
by: Zhang, Jiaquan, et al.
Published: (2026)
by: Zhang, Jiaquan, et al.
Published: (2026)
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution
by: Li, Chenghao, et al.
Published: (2025)
by: Li, Chenghao, et al.
Published: (2025)
Understanding Chain-of-Thought in Large Language Models via Topological Data Analysis
by: Li, Chenghao, et al.
Published: (2025)
by: Li, Chenghao, et al.
Published: (2025)
Fast SAM2 with Text-Driven Token Pruning
by: Mandal, Avilasha, et al.
Published: (2025)
by: Mandal, Avilasha, et al.
Published: (2025)
CAP-CoT: Cycle Adversarial Prompt for Improving Chain of Thoughts in LLM Reasoning
by: Chen, Shuxu, et al.
Published: (2026)
by: Chen, Shuxu, et al.
Published: (2026)
LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
by: Zheng, Pengcheng, et al.
Published: (2026)
by: Zheng, Pengcheng, et al.
Published: (2026)
Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models
by: Wang, Xudong, et al.
Published: (2026)
by: Wang, Xudong, et al.
Published: (2026)
Geometric Neural Operators via Lie Group-Constrained Latent Dynamics
by: Zhang, Jiaquan, et al.
Published: (2026)
by: Zhang, Jiaquan, et al.
Published: (2026)
Autoregression-Free Neural Operators for Time-Dependent PDEs
by: Zhang, Jiaquan, et al.
Published: (2026)
by: Zhang, Jiaquan, et al.
Published: (2026)
Weak-Link Optimization for Multi-Agent Reasoning and Collaboration
by: Bian, Haoyu, et al.
Published: (2026)
by: Bian, Haoyu, et al.
Published: (2026)
DASH-KV: Accelerating Long-Context LLM Inference via Asymmetric KV Cache Hashing
by: Guo, Jinyu, et al.
Published: (2026)
by: Guo, Jinyu, et al.
Published: (2026)
MetaRoundWorm: A Virtual Reality Escape Room Game for Learning the Lifecycle and Immune Response to Parasitic Infections
by: Cheng, Xuanru, et al.
Published: (2025)
by: Cheng, Xuanru, et al.
Published: (2025)
GraphMind: Theorem Selection and Conclusion Generation Framework with Dynamic GNN for LLM Reasoning
by: Li, Yutong, et al.
Published: (2025)
by: Li, Yutong, et al.
Published: (2025)
Immunizing 3D Gaussian Generative Models Against Unauthorized Fine-Tuning via Attribute-Space Traps
by: Zhang, Jianwei, et al.
Published: (2026)
by: Zhang, Jianwei, et al.
Published: (2026)
RCP: Representation Consistency Pruner for Mitigating Distribution Shift in Large Vision-Language Models
by: Zhang, Jianwei, et al.
Published: (2026)
by: Zhang, Jianwei, et al.
Published: (2026)
Language-Guided Token Compression with Reinforcement Learning in Large Vision-Language Models
by: Cao, Sihan, et al.
Published: (2026)
by: Cao, Sihan, et al.
Published: (2026)
vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition
by: Haruna, Yunusa, et al.
Published: (2025)
by: Haruna, Yunusa, et al.
Published: (2025)
Relaxing Anchor-Frame Dominance for Mitigating Hallucinations in Video Large Language Models
by: Liu, Zijian, et al.
Published: (2026)
by: Liu, Zijian, et al.
Published: (2026)
Compression in 3D Gaussian Splatting: A Survey of Methods, Trends, and Future Directions
by: Ali, Muhammad Salman, et al.
Published: (2025)
by: Ali, Muhammad Salman, et al.
Published: (2025)
Training Data Attribution (TDA): Examining Its Adoption & Use Cases
by: Cheng, Deric, et al.
Published: (2025)
by: Cheng, Deric, et al.
Published: (2025)
Efficient RAG with Intent-Aware Retrieval and Semantics-Preserving Chunking
by: Puspitasari, Fachrina Dewi, et al.
Published: (2026)
by: Puspitasari, Fachrina Dewi, et al.
Published: (2026)
Fit Matters: Format-Distance Alignment Improves Conversational Search
by: Yang, Yitian, et al.
Published: (2026)
by: Yang, Yitian, et al.
Published: (2026)
Experience Transfer for Multimodal LLM Agents in Minecraft Game
by: Li, Chenghao, et al.
Published: (2026)
by: Li, Chenghao, et al.
Published: (2026)
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era
by: Li, Chenghao, et al.
Published: (2023)
by: Li, Chenghao, et al.
Published: (2023)
Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication with Visual Feature Alignment
by: Xie, Songjie, et al.
Published: (2024)
by: Xie, Songjie, et al.
Published: (2024)
Breast Cancer - TDA
by: Jetomo, Cristian
Published: (2025)
by: Jetomo, Cristian
Published: (2025)
Gated Coordination for Efficient Multi-Agent Collaboration in Minecraft Game
by: Jian, HuaDong, et al.
Published: (2026)
by: Jian, HuaDong, et al.
Published: (2026)
PersoNo: Personalised Notification Urgency Classifier in Mixed Reality
by: Zheng, Jingyao, et al.
Published: (2025)
by: Zheng, Jingyao, et al.
Published: (2025)
TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation
by: Xia, Yu, et al.
Published: (2025)
by: Xia, Yu, et al.
Published: (2025)
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering
by: Zhang, Chaoning, et al.
Published: (2023)
by: Zhang, Chaoning, et al.
Published: (2023)
Similar Items
-
From Similarity to Structure: Training-free LLM Context Compression with Hybrid Graph Priors
by: Zhou, Yitian, et al.
Published: (2026) -
Transforming External Knowledge into Triplets for Enhanced Retrieval in RAG of LLMs
by: Wang, Xudong, et al.
Published: (2026) -
Efficient and Interpretable Multi-Agent LLM Routing via Ant Colony Optimization
by: Wang, Xudong, et al.
Published: (2026) -
Optimizing Soft Prompt Tuning via Structural Evolution
by: Huang, Zhenzhen, et al.
Published: (2026) -
GRASP: Guided Region-Aware Sparse Prompting for Adapting MLLMs to Remote Sensing
by: Sun, Qigan, et al.
Published: (2026)