activity
20242026
most citedMetaUrban: An Embodied AI Simulation Platform for Urban Micromobility

2 citations · 2 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CV2026

Go-with-the-Track: Video Compositing and Motion Control with Point Tracking

Koichi Namekata, Yash Kant, Zhizheng Liu +9

Filmmaking demands precise motion control and reference image compositing -- capabilities that existing methods treat separately. Point-track-conditioned image-to-video models rest…

cs.RO2026

SidewalkBench: Benchmarking Visual Navigation on Urban Sidewalks

Zhizheng Liu, Honglin He, Vivek Alumootil +4

Urban sidewalk navigation presents significant challenges due to complex structural layouts, dynamic pedestrian behaviors, and long distances. While recent visual navigation models…

cs.CL2026

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

Ang Li, Ben Liu, Bin Han +215

Efficient and scalable agentic intelligence requires models that can deliver both low-latency responses and strong reasoning capabilities while remaining practical to train, serve,…

cs.RO2026

From Imitation to Alignment: Human-Preference Flow Policies for Long-Horizon Sidewalk Navigation

Honglin He, Zhizheng Liu, Yukai Ma +1

Autonomous long-horizon sidewalk navigation is essential for micro-mobility applications such as robotic food delivery and assistive electronic wheelchairs. Unlike autonomous drivi…

cs.CV2026

Vista4D: Video Reshooting with 4D Point Clouds

Kuan Heng Lin, Zhizheng Liu, Pablo Salamanca +9

We present Vista4D, a robust and flexible video reshooting framework that grounds the input video and target cameras in a 4D point cloud. Specifically, given an input video, our me…

cs.RO2025

Data-Efficient Learning from Human Interventions for Mobile Robots

Zhenghao Peng, Zhizheng Liu, Bolei Zhou

Mobile robots are essential in applications such as autonomous delivery and hospitality services. Applying learning-based methods to address mobile robot tasks has gained popularit…