Efficient Zero-shot and Label-free Log Anomaly Detection for Resource-constrained Systems. In ICDE, 2026
Zuohan Wu, Jiachuan Wang*, Libin Zheng, Yongqi Zhang, Shuangyin Li, Lei Chen.
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Publications
Conference Papers
VoG: Enhancing LLM Reasoning through Stepwise Verification on Knowledge Graphs. In ICLR, 2026
Wenxin Zhao, Jiachuan Wang*, Yongqi Zhang, Shuangyin Li, Cheng Deng, Jun Wang, Lei Chen.
Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models. In WSDM, 2026
Jialiang Wang; Hanmo Liu; Shimin Di; Zhili Wang; Jiachuan Wang*; Lei Chen; Xiaofang Zhou.
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Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning. In KDD, 2025
Tong Li; Jiachuan Wang; YongqiZhang*; ShuangyinLi; Lei Chen.
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Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models. In ICLR, 2025
Hanmo Liu; ShiminDi*; JialiangWang; ZhiliWang; Jiachuan Wang; Xiaofang Zhou; Lei Chen.
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D-MGN: A Distributed Mesh Graph Neural Network for Scalable Engineering Simulation. In ICDCS (Industry Event), 2025
Fu Lin; JiashengShi; WeixiongRao*; Jiachuan Wang; Lei Chen; ChunyanZhu; HaihuaWang; Suo Xie.
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Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks In KDD, 2024
Jiachuan Wang; Shimin Di*; Lei Chen; Charles Wang Wai Ng
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Cross-Domain-Aware Worker Selection with Training for Crowdsourced Annotation In ICDE, 2024
Yushi Sun; Jiachuan Wang*; Peng Cheng; Libin Zheng*; Lei Chen; Jian Yin
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Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising In ICCV, 2023
Jiachuan Wang; Shimin Di*; Lei Chen; Charles Wang Wai Ng
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Online Ridesharing with Meeting Points In VLDB, 2022
Jiachuan Wang; Peng Cheng*; Libin Zheng; Lei Chen; Wenjie Zhang
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A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting In WSDM, 2022
Jiachuan Wang; Lei Chen*; Charles Wang Wai Ng
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Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server In CIKM, 2021
Best Paper Nominations.
Maocheng Li; Jiachuan Wang; Libin Zheng; Han Wu; Peng Cheng*; Lei Chen; Xuemin Lin
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Demand-aware route planning for shared mobility services In VLDB, 2020
Jiachuan Wang; Peng Cheng*; Libin Zheng; Chao Feng; Lei Chen; Xuemin Lin; Zheng Wang
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Journal Articles
A Dataset for Investigations of Amine-Impregnated Solid Adsorbent for Direct Air Capture. In Scientific Data (Nature Express), 2025
Eryu Wang; Liping Luo; Jiachuan Wang; Jiaxin Dai; ShuangyinLi*; Lei Chen; Jia Li*.
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Modeling phonon thermal conductivity in spatially confined GaN nanofilms under stress fields and phonon surface scattering In AIP Advances, 2019
This paper was published while the author was an undergraduate student at Zhejiang University.
Linli Zhu*; Xiaoya Tang; Jiachuan Wang; Yang Hou
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Simulating stress-tunable phonon and thermal properties in heterostructured AlN/GaN/AlN-nanofilms In Materials Research Express, 2018
This paper was published while the author was an undergraduate student at Zhejiang University.
Xiaoya Tang; Jiachuan Wang; Linli Zhu*; Wenyan Yin
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Effects of heterogeneity and prestress field on phonon properties of semiconductor nanofilms In Computational Materials Science, 2018
This paper was published while the author was an undergraduate student at Zhejiang University.
Jiachuan Wang; Linli Zhu*; Wenyan Yin
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