Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning.
Tong Li; Jiachuan Wang; YongqiZhang*; ShuangyinLi; Lei Chen.
CV
Education
- PostDoc in Computer Science and Engineering, Hong Kong University of Science and Technology, 2024.03 - now
- Ph.D in Computer Science and Engineering, Hong Kong University of Science and Technology, 2019.09 - 2024.01
- B.S. in Mechatronics Engineering, Zhejiang University, 2015.09 - 2019.06
Publications
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models.
Hanmo Liu; ShiminDi*; JialiangWang; ZhiliWang; Jiachuan Wang; Xiaofang Zhou; Lei Chen.
A Dataset for Investigations of Amine-Impregnated Solid Adsorbent for Direct Air Capture.
Eryu Wang; Liping Luo; Jiachuan Wang; Jiaxin Dai; ShuangyinLi*; Lei Chen; Jia Li*.
D-MGN: A Distributed Mesh Graph Neural Network for Scalable Engineering Simulation.
Fu Lin; JiashengShi; WeixiongRao*; Jiachuan Wang; Lei Chen; ChunyanZhu; HaihuaWang; Suo Xie.
Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks
Jiachuan Wang; Shimin Di*; Lei Chen; Charles Wang Wai Ng
Cross-Domain-Aware Worker Selection with Training for Crowdsourced Annotation
Yushi Sun; Jiachuan Wang*; Peng Cheng; Libin Zheng*; Lei Chen; Jian Yin
Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising
Jiachuan Wang; Shimin Di*; Lei Chen; Charles Wang Wai Ng
Online Ridesharing with Meeting Points
Jiachuan Wang; Peng Cheng*; Libin Zheng; Lei Chen; Wenjie Zhang
A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting
Jiachuan Wang; Lei Chen*; Charles Wang Wai Ng
Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server
Maocheng Li; Jiachuan Wang; Libin Zheng; Han Wu; Peng Cheng*; Lei Chen; Xuemin Lin
Demand-aware route planning for shared mobility services
Jiachuan Wang; Peng Cheng*; Libin Zheng; Chao Feng; Lei Chen; Xuemin Lin; Zheng Wang
Modeling phonon thermal conductivity in spatially confined GaN nanofilms under stress fields and phonon surface scattering
Linli Zhu*; Xiaoya Tang; Jiachuan Wang; Yang Hou
Simulating stress-tunable phonon and thermal properties in heterostructured AlN/GaN/AlN-nanofilms
Xiaoya Tang; Jiachuan Wang; Linli Zhu*; Wenyan Yin
Effects of heterogeneity and prestress field on phonon properties of semiconductor nanofilms
Jiachuan Wang; Linli Zhu*; Wenyan Yin