19 citations · 20 across the 3 of their papers we have counts for
3 papers
cs.CV2025★ 1 cited
RT-DETRv4: Painlessly Furthering Real-Time Object Detection with Vision Foundation Models
Zijun Liao, Yian Zhao, Xin Shan +5
Real-time object detection has achieved substantial progress through meticulously designed architectures and optimization strategies. However, the pursuit of high-speed inference v…
cs.LG2025
BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization
Zijun Liao, Jinbiao Chen, Debing Wang +2
Neural Combinatorial Optimization (NCO) has emerged as a promising approach for NP-hard problems. However, prevailing RL-based methods suffer from low sample efficiency due to spar…
cs.AI2022★ 19 cited
Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism
Yunhui Zeng, Zijun Liao, Yuanzhi Dai +3
The dynamic job-shop scheduling problem (DJSP) is a class of scheduling tasks that specifically consider the inherent uncertainties such as changing order requirements and possible…