activity
20242026
most citedNEUSIS: A Compositional Neuro-Symbolic Framework for Autonomous Perception, Reasoning, and Planning in Complex UAV Search Missions

2 citations · 2 across the 6 of their papers we have counts for

collaborators

7 papers

cs.CV2026

Feedforward Novel View Synthesis for Heterogeneous Cameras

Meng Wei, Cheng Zhang, Boying Li +4

Feed-forward novel view synthesis has recently shown promising results from sparse posed images, but most existing methods assume that context and target views share a fixed camera…

cs.CV2026

CalibAnyView: Beyond Single-View Camera Calibration in the Wild

Boying Li, Cheng Zhang, Weirong Chen +5

Camera calibration is fundamental to reliable geometric perception, yet classical approaches rely on dedicated targets, successful reconstruction, or dense view coverage, which cas…

cs.CV2026

Dynamic Execution Commitment of Vision-Language-Action Models

Feng Chen, Xianghui Wang, Yuxuan Chen +4

Vision-Language-Action (VLA) models predominantly adopt action chunking, i.e., predicting and committing to a short horizon of consecutive low-level actions in a single forward pas…

cs.CV2026

VIEW2SPACE: Studying Multi-View Visual Reasoning from Sparse Observations

Fucai Ke, Zhixi Cai, Boying Li +6

Multi-view visual reasoning is essential for intelligent systems that must understand complex environments from sparse and discrete viewpoints, yet existing research has largely fo…

cs.RO2025

Hier-SLAM++: Neuro-Symbolic Semantic SLAM with a Hierarchically Categorical Gaussian Splatting

Boying Li, Vuong Chi Hao, Peter J. Stuckey +2

We propose Hier-SLAM++, a comprehensive Neuro-Symbolic semantic 3D Gaussian Splatting SLAM method with both RGB-D and monocular input featuring an advanced hierarchical categorical…

cs.RO2024★ 2 cited

NEUSIS: A Compositional Neuro-Symbolic Framework for Autonomous Perception, Reasoning, and Planning in Complex UAV Search Missions

Zhixi Cai, Cristian Rojas Cardenas, Kevin Leo +14

This paper addresses the problem of autonomous UAV search missions, where a UAV must locate specific Entities of Interest (EOIs) within a time limit, based on brief descriptions in…

cs.RO2024

Hier-SLAM: Scaling-up Semantics in SLAM with a Hierarchically Categorical Gaussian Splatting

Boying Li, Zhixi Cai, Yuan-Fang Li +2

We propose Hier-SLAM, a semantic 3D Gaussian Splatting SLAM method featuring a novel hierarchical categorical representation, which enables accurate global 3D semantic mapping, sca…