Thomas Katraouras

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upvoted a paper about 14 hours ago

QuantLRM: Quantization of Large Reasoning Models via Fine-Tuning Signals

Paper • 2602.02581 • Published 10 days ago • 6

upvoted a paper 1 day ago

CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty

Paper • 2601.22027 • Published 11 days ago • 78

upvoted 3 papers 3 days ago

Proxy Compression for Language Modeling

Paper • 2602.04289 • Published 6 days ago • 3

PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR

Paper • 2601.18207 • Published 15 days ago • 19

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

Paper • 2602.05261 • Published 5 days ago • 47

upvoted 9 papers 4 days ago

On the Limits of Layer Pruning for Generative Reasoning in LLMs

Paper • 2602.01997 • Published 8 days ago • 4

Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry

Paper • 2601.22588 • Published 11 days ago • 5

VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration

Paper • 2601.22674 • Published 11 days ago • 5

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

Paper • 2602.02486 • Published 7 days ago • 17

LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents

Paper • 2602.01053 • Published 9 days ago • 8

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

Paper • 2602.03216 • Published 7 days ago • 12

MARS: Modular Agent with Reflective Search for Automated AI Research

Paper • 2602.02660 • Published 7 days ago • 60

From Data to Behavior: Predicting Unintended Model Behaviors Before Training

Paper • 2602.04735 • Published 5 days ago • 14

Horizon-LM: A RAM-Centric Architecture for LLM Training

Paper • 2602.04816 • Published 5 days ago • 16

upvoted 4 papers 10 days ago

BMAM: Brain-inspired Multi-Agent Memory Framework

Paper • 2601.20465 • Published 13 days ago • 4

VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning

Paper • 2601.22069 • Published 11 days ago • 7

Latent Adversarial Regularization for Offline Preference Optimization

Paper • 2601.22083 • Published 11 days ago • 13

Exploring Reasoning Reward Model for Agents

Paper • 2601.22154 • Published 11 days ago • 22

upvoted a paper 19 days ago

MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents

Paper • 2601.12346 • Published 23 days ago • 49

upvoted a paper 20 days ago

MemoryRewardBench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models

Paper • 2601.11969 • Published 24 days ago • 26