Jie Feng

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upvoted 2 papers 9 days ago

UrbanWell: Benchmarking Multimodal Large Language Models for Spatio-Temporal Urban Wellbeing Analytics

Paper • 2606.15890 • Published about 1 month ago • 1

RoadBench: Benchmarking MLLMs on Fine-Grained Spatial Understanding and Reasoning under Urban Road Scenarios

Paper • 2511.18011 • Published Nov 22, 2025 • 1

upvoted 5 papers 10 days ago

SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks

Paper • 2606.09669 • Published Jun 8 • 47

Imagination Helps Visual Reasoning, But Not Yet in Latent Space

Paper • 2602.22766 • Published Feb 26 • 45

AgenticDataBench: A Comprehensive Benchmark for Data Agents

Paper • 2607.01647 • Published 12 days ago • 35

WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory

Paper • 2607.02517 • Published 12 days ago • 32

Program-as-Weights: A Programming Paradigm for Fuzzy Functions

Paper • 2607.02512 • Published 12 days ago • 118

upvoted a paper 14 days ago

Agentic Abstention: Do Agents Know When to Stop Instead of Act?

Paper • 2606.28733 • Published 17 days ago • 147

upvoted 2 papers 30 days ago

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

Paper • 2606.13681 • Published Jun 11 • 143

SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning

Paper • 2606.13673 • Published Jun 11 • 111

upvoted 6 papers about 1 month ago

ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?

Paper • 2606.05553 • Published Jun 4 • 50

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

Paper • 2606.06492 • Published Jun 4 • 96

GRAIL: Generating Humanoid Loco-Manipulation from 3D Assets and Video Priors

Paper • 2606.05160 • Published Jun 3 • 8

AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

Paper • 2606.05080 • Published Jun 3 • 31

MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

Paper • 2606.04513 • Published Jun 3 • 17

SpatialAct: Probing Spatial Reasoning-to-Action Capabilities of VLM Agents in 3D Scenes

Paper • 2605.31148 • Published May 29 • 3

upvoted 4 papers about 2 months ago

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 431

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published May 27 • 93

SpatialBench: Is Your Spatial Foundation Model an All-Round Player?

Paper • 2605.27367 • Published May 26 • 72

MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research

Paper • 2605.26114 • Published May 25 • 66