Jiachuan Wang

32 papers A* 4A 4B 1Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning to Compose for Cross-domain Agentic Workflow Generation.
CoRR
Jialiang Wang, Shengxiang Xu, Hanmo Liu, Jiachuan Wang, Yuyu Luo, Shimin Di, Min-Ling Zhang, Lei Chen
2026 A conf
Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models.
WSDM
Jialiang Wang, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou
2026 J jnl
RxnNano:Training Compact LLMs for Chemical Reaction and Retrosynthesis Prediction via Hierarchical Curriculum Learning.
CoRR
Ran Li, Shimin Di, Haowei Li, Luanshi Bu, Jiachuan Wang, Wangze Ni, Lei Chen
2025 J jnl
Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference.
CoRR
Qingfa Xiao, Jiachuan Wang, Haoyang Li, Cheng Deng, Jiaqi Tang, Shuangyin Li, Yongqi Zhang, Jun Wang, Lei Chen
2025 — conf
Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning.
KDD (2)
Tong Li, Jiachuan Wang, Yongqi Zhang, Shuangyin Li, Lei Chen
2025 J jnl
Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning.
CoRR
Tong Li, Jiachuan Wang, Yongqi Zhang, Shuangyin Li, Lei Chen
2025 J jnl
Beyond Model Base Selection: Weaving Knowledge to Master Fine-grained Neural Network Design.
CoRR
Jialiang Wang, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou
2025 — conf
Joint Traffic Splitting and Bandwidth Allocation in Dual Connectivity Systems with Statistical Service Guarantee for Immersive Communication.
ICC Workshops
Jiachuan Wang, Peng Cui, Xiaoyu Chi, Bing Zhou, Le Wang, Shujun Han, Xiaodong Xu
2025 J jnl
Learning Towards Emergence: Paving the Way to Induce Emergence by Inhibiting Monosemantic Neurons on Pre-trained Models.
CoRR
Jiachuan Wang, Shimin Di, Tianhao Tang, Haoyang Li, Charles Wang Wai Ng, Xiaofang Zhou, Lei Chen
2025 J jnl
PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing.
CoRR
Cheng Deng, Luoyang Sun, Jiwen Jiang, Yongcheng Zeng, Xinjian Wu, Wenxin Zhao, Qingfa Xiao, Jiachuan Wang, Haoyang Li, Lei Chen, Lionel M. Ni, Haifeng Zhang, Jun Wang
2025 A* conf
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models.
ICLR
Hanmo Liu, Shimin Di, Jialiang Wang, Zhili Wang, Jiachuan Wang, Xiaofang Zhou, Lei Chen
2024 J jnl
Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models.
CoRR
Jialiang Wang, Shimin Di, Hanmo Liu, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou
2024 A* conf
Cross-Domain-Aware Worker Selection with Training for Crowdsourced Annotation.
ICDE
Yushi Sun, Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Jian Yin
2024 J jnl
Cross-domain-aware Worker Selection with Training for Crowdsourced Annotation.
CoRR
Yushi Sun, Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Jian Yin
2024 A* conf
Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks.
KDD
Jiachuan Wang, Shimin Di, Lei Chen, Charles Wang Wai Ng
2023 J jnl
Emergence Learning: A Rising Direction from Emergent Abilities and a Monosemanticity-Based Study.
CoRR
Jiachuan Wang, Shimin Di, Lei Chen, Charles Wang Wai Ng
2023 A* conf
Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising.
ICCV
Jiachuan Wang, Shimin Di, Lei Chen, Charles Wang Wai Ng
2022 A conf
A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting.
WSDM
Jiachuan Wang, Lei Chen, Charles Wang Wai Ng
2022 J jnl
Online Ridesharing with Meeting Points [Technical Report].
CoRR
Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Wenjie Zhang
2022 J jnl
Online Ridesharing with Meeting Points.
Proc. VLDB Endow.
Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Wenjie Zhang
2021 J jnl
Prediction of tourist flow based on multi-source traffic data in scenic spot.
Trans. GIS
Hao Lu, Jianqin Zhang, Zhijie Xu, Ruixuan Shi, Jiachuan Wang, Shishuo Xu
2021 A conf
Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server.
CIKM
Maocheng Li, Jiachuan Wang, Libin Zheng, Han Wu, Peng Cheng, Lei Chen, Xuemin Lin
2021 J jnl
Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server.
CoRR
Maocheng Li, Jiachuan Wang, Libin Zheng, Han Wu, Peng Cheng, Lei Chen, Xuemin Lin
2020 J jnl
Demand-Aware Route Planning for Shared Mobility Services.
Proc. VLDB Endow.
Jiachuan Wang, Peng Cheng, Libin Zheng, Chao Feng, Lei Chen, Xuemin Lin, Zheng Wang
2008 J jnl
Cooperative body-brain coevolutionary synthesis of mechatronic systems.
Artif. Intell. Eng. Des. Anal. Manuf.
Jiachuan Wang, Zhun Fan, Janis P. Terpenny, Erik D. Goodman
2008 J jnl
Structured synthesis of MEMS using evolutionary approaches.
Appl. Soft Comput.
Zhun Fan, Jiachuan Wang, Sofiane Achiche, Erik D. Goodman, Ronald C. Rosenberg
2007 — ch.
An Evolutionary Approach For Robust Layout Synthesis of MEMS.
Evolutionary Computation in Dynamic and Uncertain Environments
Zhun Fan, Jiachuan Wang, Min Wen, Erik D. Goodman, Ronald C. Rosenberg
2007 A conf
Genetically generated double-level fuzzy controller with a fuzzy adjustment strategy.
GECCO
Sofiane Achiche, Wei Wang, Zhun Fan, Ali Gürcan Özkil, Torben Sørensen, Jiachuan Wang, Erik D. Goodman
2006 — ch.
Towards an Evolvable Engineering Design Framework for Interactive Computer Design Support of Mechatronic Systems.
Integrated Intelligent Systems for Engineering Design
Zhun Fan, Mogens Andreasen, Jiachuan Wang, Erik D. Goodman, Lars Hein
2005 J jnl
Knowledge interaction with genetic programming in mechatronic systems design using bond graphs.
IEEE Trans. Syst. Man Cybern. Part C
Jiachuan Wang, Zhun Fan, Janis P. Terpenny, Erik D. Goodman
2004 B conf
Hierarchical evolutionary synthesis of MEMS.
IEEE Congress on Evolutionary Computation
Zhun Fan, Erik D. Goodman, Jiachuan Wang, Ronald C. Rosenberg, Kisung Seo, Jianjun Hu
2003 J jnl
Interactive evolutionary solution synthesis in fuzzy set-based preliminary engineering design.
J. Intell. Manuf.
Jiachuan Wang, Janis P. Terpenny