Daegyu Sung

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upvoted a paper 2 days ago

Don't Just Trust Your Memory: Evidence-Linked Memory Reduces Memory-Induced Degradation in LLM Agents

Paper • 2611.14320 • Published 3 days ago • 70

upvoted a paper 4 days ago

Future Representation Distillation for Imagination-free World Action Models

Paper • 2611.04527 • Published 9 days ago • 13

upvoted a paper 7 days ago

AdaPath: Query-Adaptive Path-Finding via Path-Bank for Multi-Hop Implicit Biomedical KGQA

Paper • 2608.30556 • Published Aug 31 • 21

upvoted a paper 9 days ago

DreamX: Video Diffusion Model is a Universal Latent Action Learner

Paper • 2611.05377 • Published 10 days ago • 57

upvoted 3 papers 10 days ago

EvoCode-Bench: Evaluating Coding Agents in Multi-Turn Iterative Interactions

Paper • 2605.24110 • Published May 22 • 2

Latent Reasoning in Continuous Space for Unified Multimodal Models

Paper • 2610.42149 • Published 14 days ago • 45

Lost in Recovery: Demystifying Recovery Behavior of Computer-Use Agents via Goal-Oriented Action Replay

Paper • 2610.27954 • Published 24 days ago • 37

upvoted 6 papers about 1 month ago

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

Paper • 2603.24755 • Published Mar 25 • 30

RunningTab: Direct Workspace Interaction with Environment-Side Tabs

Paper • 2610.10444 • Published Oct 7 • 38

AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents

Paper • 2610.05140 • Published Oct 4 • 34

Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents

Paper • 2609.39982 • Published Sep 30 • 96

EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery

Paper • 2609.40340 • Published Sep 30 • 91

Follow the Entities: A Corpus Map for Agentic Search

Paper • 2609.37226 • Published Sep 29 • 56

upvoted 3 papers about 2 months ago

Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning

Paper • 2609.33781 • Published Sep 27 • 33

Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge

Paper • 2609.34327 • Published Sep 28 • 40

SWE-CI: Evaluating Agent Capabilities in Maintaining Codebases via Continuous Integration

Paper • 2603.03823 • Published Mar 4 • 8

upvoted 3 papers 2 months ago

Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation

Paper • 2609.08798 • Published Sep 8 • 69

Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase

Paper • 2608.29310 • Published Aug 29 • 30

V-Agent: An Interactive Video Search System Using Vision-Language Models

Paper • 2512.16925 • Published Nov 4, 2025 • 3

upvoted a paper 3 months ago

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory

Paper • 2608.07169 • Published Aug 7 • 46