Cover Image

Language Model Networks: Supervision-Efficient Learning through Dense Communication

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Shiguang, Wang, Yaqing, Yao, Quanming
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction
by: Wu, Shiguang, et al.
Published: (2023)

Asking LLMs to Verify First is Almost Free Lunch
by: Wu, Shiguang, et al.
Published: (2025)

LLM-Empowered Representation Learning for Emerging Item Recommendation
by: Zhang, Ziying, et al.
Published: (2025)

Searching Meta Reasoning Skeleton to Guide LLM Reasoning
by: Zhang, Ziying, et al.
Published: (2025)

Self-Generative Adversarial Fine-Tuning for Large Language Models
by: Wu, Shiguang, et al.
Published: (2026)

Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning
by: Wang, Yaqing, et al.
Published: (2023)

Beyond Scaleup: Knowledge-aware Parsimony Learning from Deep Networks
by: Yao, Quanming, et al.
Published: (2024)

Learning to Learn with Contrastive Meta-Objective
by: Wu, Shiguang, et al.
Published: (2024)

Attending on Multilevel Structure of Proteins enables Accurate Prediction of Cold-Start Drug-Target Interactions
by: Zhang, Ziying, et al.
Published: (2025)

PSPA-Bench: A Personalized Benchmark for Smartphone GUI Agent
by: Nie, Hongyi, et al.
Published: (2026)

ContextFlow: Hierarchical Task-State Alignment for Long-Horizon Embodied Agents
by: Guo, Shuhan, et al.
Published: (2026)

DGNet: Discrete Green Networks for Data-Efficient Learning of Spatiotemporal PDEs
by: Tan, Yingjie, et al.
Published: (2026)

Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
by: Qiu, Haiquan, et al.
Published: (2025)

PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching
by: Du, Haotong, et al.
Published: (2025)

A Versatile Graph Learning Approach through LLM-based Agent
by: Wei, Lanning, et al.
Published: (2023)

Efficient Reinforcement Learning for Zero-Shot Coordination in Evolving Games
by: Hui, Bingyu, et al.
Published: (2025)

Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction
by: Zhang, Juzheng, et al.
Published: (2024)

Understanding Expressivity of GNN in Rule Learning
by: Qiu, Haiquan, et al.
Published: (2023)

Superpose Task-specific Features for Model Merging
by: Qiu, Haiquan, et al.
Published: (2025)

EVLP:Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning
by: Cai, Xinyan, et al.
Published: (2025)

UniMoT: Unified Molecule-Text Language Model with Discrete Token Representation
by: Guo, Shuhan, et al.
Published: (2024)

Knowledge-Enhanced Recommendation with User-Centric Subgraph Network
by: Liu, Guangyi, et al.
Published: (2024)

Attention Sinks Induce Gradient Sinks: Massive Activations as Gradient Regulators in Transformers
by: Chen, Yihong, et al.
Published: (2026)

Graph Unitary Message Passing
by: Qiu, Haiquan, et al.
Published: (2024)

Evolutionary Discovery of Heuristic Policies for Traffic Signal Control
by: Wang, Ruibing, et al.
Published: (2025)

Distillation-based Scenario-Adaptive Mixture-of-Experts for the Matching Stage of Multi-scenario Recommendation
by: Wang, Ruibing, et al.
Published: (2025)

$T^3$: Multi-level Tree-based Automatic Program Repair with Large Language Models
by: Liu, Quanming, et al.
Published: (2025)

Automated Machine Learning: From Principles to Practices
by: Shen, Zhenqian, et al.
Published: (2018)

Generative Retrieval as Multi-Vector Dense Retrieval
by: Wu, Shiguang, et al.
Published: (2024)

Scaling GraphLLM with Bilevel-Optimized Sparse Querying
by: Peng, Yangzhe, et al.
Published: (2026)

Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
by: Hu, Mengkang, et al.
Published: (2023)

DenseLoRA: Dense Low-Rank Adaptation of Large Language Models
by: Mu, Lin, et al.
Published: (2025)

Generalizing Hyperedge Expansion for Hyper-relational Knowledge Graph Modeling
by: Liu, Yu, et al.
Published: (2024)

Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models
by: Liu, Yan, et al.
Published: (2026)

Case-Based Reasoning Enhances the Predictive Power of LLMs in Drug-Drug Interaction
by: Liu, Guangyi, et al.
Published: (2025)

MAS-on-the-Fly: Dynamic Adaptation of LLM-based Multi-Agent Systems at Test Time
by: Liu, Guangyi, et al.
Published: (2026)

Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
by: Du, Haotong, et al.
Published: (2024)

Degree-Conscious Spiking Graph for Cross-Domain Adaptation
by: Wang, Yingxu, et al.
Published: (2024)

Reflective Paper-to-Code Reproduction Enabled by Fine-Grained Verification
by: Zhou, Mingyang, et al.
Published: (2025)

Progressive Refinement Regulation for Accelerating Diffusion Language Model Decoding
by: Wan, Lipeng, et al.
Published: (2026)