Liangcai Su

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upvoted a paper 20 days ago

MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome

Paper • 2603.28407 • Published 23 days ago • 68

upvoted a paper 21 days ago

Lingshu-Cell: A generative cellular world model for transcriptome modeling toward virtual cells

Paper • 2603.25240 • Published 27 days ago • 77

upvoted 2 papers about 1 month ago

MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification

Paper • 2603.15726 • Published Mar 16 • 185

OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data

Paper • 2603.15594 • Published Mar 16 • 149

upvoted a paper about 2 months ago

BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning

Paper • 2603.04918 • Published Mar 5 • 56

upvoted a paper 2 months ago

Prism: Spectral-Aware Block-Sparse Attention

Paper • 2602.08426 • Published Feb 9 • 38

upvoted 6 papers 6 months ago

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows

Paper • 2510.24411 • Published Oct 28, 2025 • 73

AgentFold: Long-Horizon Web Agents with Proactive Context Management

Paper • 2510.24699 • Published Oct 28, 2025 • 72

AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis

Paper • 2510.24695 • Published Oct 28, 2025 • 24

Tongyi DeepResearch Technical Report

Paper • 2510.24701 • Published Oct 28, 2025 • 103

Sparser Block-Sparse Attention via Token Permutation

Paper • 2510.21270 • Published Oct 24, 2025 • 25

BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions

Paper • 2510.05318 • Published Oct 6, 2025 • 22

upvoted 5 papers 7 months ago

R1-Fuzz: Specializing Language Models for Textual Fuzzing via Reinforcement Learning

Paper • 2509.20384 • Published Sep 21, 2025 • 2

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

Paper • 2509.13313 • Published Sep 16, 2025 • 80

Towards General Agentic Intelligence via Environment Scaling

Paper • 2509.13311 • Published Sep 16, 2025 • 72

Scaling Agents via Continual Pre-training

Paper • 2509.13310 • Published Sep 16, 2025 • 117

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

Paper • 2509.13312 • Published Sep 16, 2025 • 106

upvoted 2 papers 8 months ago

Matrix-3D: Omnidirectional Explorable 3D World Generation

Paper • 2508.08086 • Published Aug 11, 2025 • 76

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7, 2025 • 142