Interactive evolutionary solution synthesis in fuzzy set-based preliminary engineering design. - Jiachuan Wang; Janis P. Terpenny (J. Intell. Manuf., 2003)

Hierarchical evolutionary synthesis of MEMS. - Zhun Fan; Erik D. Goodman; Jiachuan Wang; Ronald C. Rosenberg; Kisung Seo; Jianjun Hu (IEEE Congress on Evolutionary Computation, 2004)

Knowledge interaction with genetic programming in mechatronic systems design using bond graphs. - Jiachuan Wang; Zhun Fan; Janis P. Terpenny; Erik D. Goodman (IEEE Trans. Syst. Man Cybern. Part C, 2005)

Towards an Evolvable Engineering Design Framework for Interactive Computer Design Support of Mechatronic Systems. - Zhun Fan; Mogens Andreasen; Jiachuan Wang; Erik D. Goodman; Lars Hein (Integrated Intelligent Systems for Engineering Design, 2006)

Genetically generated double-level fuzzy controller with a fuzzy adjustment strategy. - Sofiane Achiche; Wei Wang; Zhun Fan; Ali Gürcan Özkil; Torben Sørensen; Jiachuan Wang; Erik D. Goodman (GECCO, 2007)

An Evolutionary Approach For Robust Layout Synthesis of MEMS. - Zhun Fan; Jiachuan Wang; Min Wen; Erik D. Goodman; Ronald C. Rosenberg (Evolutionary Computation in Dynamic and Uncertain Environments, 2007)

Cooperative body-brain coevolutionary synthesis of mechatronic systems. - Jiachuan Wang; Zhun Fan; Janis P. Terpenny; Erik D. Goodman (Artif. Intell. Eng. Des. Anal. Manuf., 2008)

Structured synthesis of MEMS using evolutionary approaches. - Zhun Fan; Jiachuan Wang; Sofiane Achiche; Erik D. Goodman; Ronald C. Rosenberg (Appl. Soft Comput., 2008)

Demand-Aware Route Planning for Shared Mobility Services. - Jiachuan Wang; Peng Cheng 003; Libin Zheng; Chao Feng; Lei Chen 002; Xuemin Lin 001; Zheng Wang 010 (Proc. VLDB Endow., 2020)

Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server. - Maocheng Li; Jiachuan Wang; Libin Zheng; Han Wu; Peng Cheng 003; Lei Chen 002; Xuemin Lin 001 (CIKM, 2021)

Prediction of tourist flow based on multi-source traffic data in scenic spot. - Hao Lu; Jianqin Zhang; Zhijie Xu; Ruixuan Shi; Jiachuan Wang; Shishuo Xu (Trans. GIS, 2021)

A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting. - Jiachuan Wang; Lei Chen 002; Charles Wang Wai Ng (WSDM, 2022)

Online Ridesharing with Meeting Points [Technical Report]. - Jiachuan Wang; Peng Cheng 003; Libin Zheng; Lei Chen 002; Wenjie Zhang 001 (CoRR, 2022)

Online Ridesharing with Meeting Points. - Jiachuan Wang; Peng Cheng 003; Libin Zheng; Lei Chen 002; Wenjie Zhang 001 (Proc. VLDB Endow., 2022)

Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising. - Jiachuan Wang; Shimin Di; Lei Chen 002; Charles Wang Wai Ng (ICCV, 2023)

Emergence Learning: A Rising Direction from Emergent Abilities and a Monosemanticity-Based Study. - Jiachuan Wang; Shimin Di; Lei Chen 002; Charles Wang Wai Ng (CoRR, 2023)

Cross-Domain-Aware Worker Selection with Training for Crowdsourced Annotation. - Yushi Sun; Jiachuan Wang; Peng Cheng 003; Libin Zheng; Lei Chen 002; Jian Yin 001 (ICDE, 2024)

Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks. - Jiachuan Wang; Shimin Di; Lei Chen 002; Charles Wang Wai Ng (KDD, 2024)

Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models. - Jialiang Wang; Shimin Di; Hanmo Liu; Zhili Wang; Jiachuan Wang; Lei Chen 002; Xiaofang Zhou 001 (CoRR, 2024)

Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models. - Hanmo Liu; Shimin Di; Jialiang Wang; Zhili Wang; Jiachuan Wang; Xiaofang Zhou 001; Lei Chen 002 (ICLR, 2025)

Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference. - Qingfa Xiao; Jiachuan Wang; Haoyang Li 002; Cheng Deng; Jiaqi Tang; Shuangyin Li; Yongqi Zhang; Jun Wang 012; Lei Chen 002 (CoRR, 2025)

PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing. - Cheng Deng; Luoyang Sun; Jiwen Jiang; Yongcheng Zeng; Xinjian Wu; Wenxin Zhao; Qingfa Xiao; Jiachuan Wang; Haoyang Li 002; Lei Chen 002; Lionel M. Ni; Haifeng Zhang; et al. (CoRR, 2025)

Learning Towards Emergence: Paving the Way to Induce Emergence by Inhibiting Monosemantic Neurons on Pre-trained Models. - Jiachuan Wang; Shimin Di; Tianhao Tang; Haoyang Li 002; Charles Wang Wai Ng; Xiaofang Zhou 001; Lei Chen 002 (CoRR, 2025)

Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning. - Tong Li; Jiachuan Wang; Yongqi Zhang; Shuangyin Li; Lei Chen 002 (CoRR, 2025)

Beyond Model Base Selection: Weaving Knowledge to Master Fine-grained Neural Network Design. - Jialiang Wang; Hanmo Liu; Shimin Di; Zhili Wang; Jiachuan Wang; Lei Chen 002; Xiaofang Zhou 001 (CoRR, 2025)