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Bin Yao

10 accepted papers

2025

EDBench: Large-Scale Electron Density Data for Molecular Modeling

NeurIPS 2025poster

Existing molecular machine learning force fields (MLFFs) generally focus on the learning of atoms, molecules, and simple quantum chemical properties (such as energy and force), but ignore the importance of electron density (ED) $\rho(r)$ in accurately understanding molecular force fields (MFFs). ED…

Cited by 0SourcecodeScholar
2022

GNN-Retro: Retrosynthetic Planning with Graph Neural Networks

AAAI 2022technical

Retrosynthetic planning plays an important role in the field of organic chemistry, which could generate a synthetic route for the target product. The synthetic route is a series of reactions which are started from the available molecules. The most challenging problem in the generation of the synthet…

Cited by 32SourcePDFScholar
2022

Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects

IJCAI 2022poster

Infectious diseases have been recognized as major public health concerns for decades. Close contact discovery is playing an indispensable role in preventing epidemic transmission. In this light, we study the continuous exposure search problem: Given a collection of moving objects and a collection o…

Cited by 18SourcePDFScholar
2022

Unified Method for Task-Space Motion/Force/Impedance Control of Manipulator With Unknown Contact Reaction Strategy

RA-L 2022

Nowadays, higher requirements are placed on the design of the controller when robots enter the factory and co-operate with human. In this letter, we propose a unified task space control method combined with the contact reaction strategy in null space of redundant manipulator, which can not only conv

Cited by 31SourceScholar
2021

Cutting Depth Compensation Based on Milling Acoustic Signal for Robotic-Assisted Laminectomy

ICRA 2021poster

To optimize the cutting depth in robotic-assisted laminectomy, we present a real-time method to adjust the preoperatively planned feed rate in the depth direction of the robot cutting trajectory. Not only the linearity between the harmonic amplitude of the milling acoustic signal and the cutting dep…

Cited by 4SourceScholar
2021

Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams

IJCAI 2021poster

Route planning and recommendation have attracted much attention for decades. In this paper, we study a continuous optimal route combination problem: Given a dynamic road network and a stream of trip queries, we continuously find an optimal route combination for each new query batch over the query st…

Cited by 24SourcePDFScholar
2016

Bipedal gait recharacterization and walking encoding generalization for stable dynamic walking

ICRA 2016

In this paper, we propose to achieve exponentially stable periodic bipedal walking based on recharacterization of bipedal gait and generalization of walking encoding. To conveniently define an asymmetric walking pattern, a gait is characterized here in terms of the left and the right legs instead of

Cited by 14SourceScholar
2015

Adaptive robust wing trajectory control and force generation of flapping wing MAV

ICRA 2015poster

The prominent maneuverability of flapping flight is enabled by rapid and significant changes in aerodynamic forces, which is a result of surprisingly subtle and precise changes of wing kinematics. The high sensitivity of aerodynamic forces to wing kinematic changes demands precise and instantaneous…

Cited by 19SourceScholar