1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2026
Act First, Reason Later: Accelerating On-Policy Distillation for Multi-Turn Agents via Reference-Conditioned Inverse Dynamics
Zubin Zheng, Jiahao Wu, Shaofeng Zhang +3
On-policy distillation (OPD) trains multi-turn language agents with dense teacher supervision on student-generated responses. However, standard think-then-act rollouts require leng…
quant-ph2026
Neural QAOA: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial Optimization
Zubin Zheng, Jiahao Wu, Shengcai Liu
The quantum approximate optimization algorithm (QAOA) holds promise for combinatorial optimization but is constrained by limited qubits. While divide-and-conquer frameworks like QA…
cs.NE2024★ 1 cited
Hybrid Memetic Search for Electric Vehicle Routing with Time Windows, Simultaneous Pickup-Delivery, and Partial Recharges
Zubin Zheng, Shengcai Liu, Yew-Soon Ong
With growing environmental concerns, electric vehicles for logistics have gained significant attention within the computational intelligence community in recent years. This work ad…