Instruction Finetuning DeepSeek-R1-8B Model Using LoRA and NEFTune
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STAGE-Claw: Automated State-based Agent Benchmarking for Realistic Scenarios
A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcem…
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Trace2Policy: From Expert Behavior Traces to Self-Evolving Decision Agents
ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympi…
A complementary study on PlanGPT: Evaluation with defined Performance Metrics and compari…
Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algori…
From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Con…
What Spatial Memory Must Store: Occlusion as the Test for Language-Agent Memory
TD-Grokking: Learning from Zero-Reward Problems by Training-Time Decomposition
WorldKernel: A World Model is the Coupling Kernel of Admissible Possible Worlds
Architect-Ant: Editable Automatic Furnishing of Architectural Floor Plans
Mind the Gap: Can Frontier LLMs Pass a Standardized Office Proficiency Exam?
Bellman-Taylor Score Decoding for Markov Decision Processes with State-Dependent Feasible…
Superficial Beliefs in LLM Decision-Making
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What Fits (Into Few Tokens) Doesn't Overfit: Compression and Generalization in ML Researc…
Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluatio…
ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models
Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trac…
PreAct-Bench: Benchmarking Predictive Monitoring in LLMs
Tractogram foundation model
HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework
LongMoE: Longitudinal Multimodal Learning via Trajectory-Aware Mixture-of-Experts
Bypassing Copyright Protection in Diffusion-based Customization via Two-Stage Latent Feat…
Mix, Don't Pick: Why Synthetic Corpus Composition Matters for Time Series Foundation Mode…
Anomaly Detection and Root Cause Analysis for Microservice Systems
Co-GLANCE: Uncertainty-Aware Active Perception for Heterogeneous Robot Teaming
Conformal Prediction for Neural Operators: Distribution-Free Uncertainty Quantification i…