activity
20212026
most citedMPSN: Motion-aware Pseudo Siamese Network for Indoor Video Head Detection in Buildings

25 citations · 37 across the 5 of their papers we have counts for

collaborators

8 papers

math.QA2026

Lifts of symmetries to minimal nondegenerate extensions are unique up to fermion attachment

Ran Luo, Jiahua Tian

Gauging fermion parity in a -dimensional fermionic topological order requires lifting its symmetries to the resulting bosonic theory. We give a direct tensor-categorical pro…

cs.AI2026

ADAPT: Physics-Aware Diffusion-based World Models for Adaptive Predictive Transferable HVAC Control

Xu Yang, Kailai Sun, Dianyu Zhong +1

Buildings account for roughly one-third of global energy consumption and CO emissions. Optimizing indoor climate systems plays a critical role for urban climate mitigation alig…

eess.SY2026

Experimental study on surveillance video-based indoor occupancy measurement with occupant-centric control

Irfan Qaisar, Kailai Sun, Qingshan Jia +1

Accurate occupancy information is essential for closed-loop occupant-centric control (OCC) in smart buildings. However, existing vision-based occupancy measurement methods often st…

eess.SY2026

Hierarchical Control Framework Integrating LLMs with RL for Decarbonized HVAC Operation

Dianyu Zhong, Tian Xing, Kailai Sun +6

Heating, ventilation, and air conditioning (HVAC) systems account for a substantial share of building energy consumption. Environmental uncertainty and dynamic occupancy behavior b…

cs.LG2025

Learning from Risk: LLM-Guided Generation of Safety-Critical Scenarios with Prior Knowledge

Yuhang Wang, Heye Huang, Zhenhua Xu +3

Autonomous driving faces critical challenges in rare long-tail events and complex multi-agent interactions, which are scarce in real-world data yet essential for robust safety vali…

eess.IV2024★ 12 cited

Towards pedestrian head tracking: A benchmark dataset and a multi-source data fusion network

Kailai Sun, Xinwei Wang, Shaobo Liu +3

Pedestrian detection and tracking in crowded video sequences have many applications, including autonomous driving, robot navigation and pedestrian flow analysis. However, detecting…

cs.CV2024

A Two-Stage Masked Autoencoder Based Network for Indoor Depth Completion

Kailai Sun, Zhou Yang, Qianchuan Zhao

Depth images have a wide range of applications, such as 3D reconstruction, autonomous driving, augmented reality, robot navigation, and scene understanding. Commodity-grade depth c…

cs.CV2021★ 25 cited

MPSN: Motion-aware Pseudo Siamese Network for Indoor Video Head Detection in Buildings

Kailai Sun, Xiaoteng Ma, Peng Liu +1

Head detection in the indoor video is an essential component of building occupancy detection. While deep models have achieved remarkable progress in general object detection, they…