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Xian Guo

8 accepted papers

2026

OneSearch: A Preliminary Exploration of the Unified End-to-End Generative Framework for E-commerce Search

ICML 2026poster

Traditional e-commerce search systems employ multi-stage cascading architectures (MCA) that suffer from fragmented computation and optimization objective collisions across stages, ultimately limiting their performance ceiling. We propose OneSearch, the first industrial-deployed end-to-end generative…

Cited by 0SourceScholar
2026

Whole-Body Path Following of an Active-Joint Active-Wheel Snake Robot Based on Head-Body Stepwise Control

RA-L 2026

This paper presents a two-dimensional planar path-following controller for active-joint active-wheel snake-like robots. Compared to passive-wheel snake robots, active-wheel snake robots can navigate narrower spaces and generate stronger driving forces, enabling adaptation to various terrains. Howeve

Cited by 0SourceScholar
2025

A Maneuverable Winding Gait for Snake Robots Based on a Delay-Aware Swing and Grasp Framework Combining Rules and Learning Methods

RA-L 2025

Due to the high redundant degree of freedom characteristics of snake robots, their joint lever arms tend to be very long and often result in torque saturation, especially in the case of inter-tree motion. Traditional static planning methods based on curve segments connecting or wave functions are of

Cited by 1SourceScholar
2021

Relational Navigation Learning in Continuous Action Space among Crowds

ICRA 2021poster

In this paper, a novel navigation learning method in continuous action space among crowds based on relational graph is proposed which can be directly deployed on differential-drive mobile robots without any change. More specifically, in order to increase generalization ability in crowd sizes, Graph…

Cited by 9SourceScholar
2020

Reinforcement Learning-based Hierarchical Control for Path Following of a Salamander-like Robot

IROS 2020poster

Path following is a challenging task for legged robots. In this paper, we present a hierarchical control architecture for path following of a quadruped salamander-like robot, in which, the tracking problem is decomposed into two sub-tasks: high-level policy learning based on the framework of reinfor…

Cited by 7SourceScholar