When Should Graph Attention Be Sparse? Learning a Per-Edge Tsallis Index
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EFX Allocation In (Multi)Hypergraphs
Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optim…
Test-Time Scaling for Safe Text-Guided Image Generation via Intermediate Clean Estimates
The Tell-Tale Trace: Detecting Reasoning Failures in LLMs Using Chain-of-Thought Dynamics
GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks
PRISM: Powerful Time Series to Image (TS2I) Representations for Multivariate Anomaly Dete…
PASE: Leveraging the Phonological Prior of WavLM for Low-Hallucination Generative Speech …
Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks
Leveraging System-Level Observations to Inform Bayesian Learning of Model Parameters for …
EduClaw-Bench: A Long-Horizon Benchmark for Pedagogical LLM Agents with Simulated Learners
Can Training Logs Make Model Comparisons More Precise?
Trajectory-Guided Forget-Recover Network for Continual LLM Unlearning
JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles
SMOPD: Multi-Reward Reinforcement Learning via Specialize-and-Merge Online Policy Distill…
ISEE: Interactive Semantic Enrichment for Database Fields
Do We Really Need Multimodal Emotion Language Models Larger Than 1B Parameters?
Adaptive Two-Stage Visual Token Pruning for Efficient Inference in Video-Language Models
DigitCode: Symbolic Tokenization of Hand Motion by Anatomical Units
Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Pol…
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architec…
UHP Detection: LVLMs have their Unique Hallucination Pattern in the Consistency Space
SynEnergy: Anomaly Semantic-Guided Diffusion for Synthetic Energy Data Generation
CUADebug: Diagnosing and Repairing Computer-Use Agent Failures
Evaluating LLM Trade-offs for Enterprise Automation: Lessons from Workflow Generation in …
Structure-Aware Robust Fine-Tuning: Defending Vision-Language-Action Robots Against Physi…
Minimax-Optimal Semiparametric Contextual Dynamic Pricing with Multimodal Revenue
CorePath: A Breast-Specialized Pathology Foundation Model for Core Needle Biopsy Diagnosi…
PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory
PLAN: Parallel Liquid-Inspired Approximation Network for Efficient Representation Learnin…