A Novel Non-population-based Meta-heuristic Optimizer Inspired by the Philosophy of Yi Jing. - Ho-Kin Tang; Sim Kuan Goh (CoRR, 2021)

Enhancing Deep Neural Network Corruption Robustness using Evolutionary Algorithm. - Runhua Jiang; Senqiao Yang; HaoYang Li; Han Wang; Ho-Kin Tang; Sim Kuan Goh (CIS-RAM, 2023)

Knowledge Fusion By Evolving Weights of Language Models. - Guodong Du 002; Jing Li 034; Hanting Liu; Runhua Jiang; Shuyang Yu; Yifei Guo; Sim Kuan Goh; Ho-Kin Tang (ACL (Findings), 2024)

CADE: Cosine Annealing Differential Evolution for Spiking Neural Network. - Runhua Jiang; Guodong Du 002; Shuyang Yu; Yifei Guo; Sim Kuan Goh; Ho-Kin Tang (IJCNN, 2024)

Parameter Competition Balancing for Model Merging. - Guodong Du 002; Junlin Lee; Jing Li 034; Runhua Jiang; Yifei Guo; Shuyang Yu; Hanting Liu; Sim Kuan Goh; Ho-Kin Tang; Daojing He; Min Zhang 005 (NeurIPS, 2024)

Impacts of Darwinian Evolution on Pre-Trained Deep Neural Networks. - Guodong Du 002; Runhua Jiang; Senqiao Yang; Haoyang Li; Wei Chen; Keren Li; Sim Kuan Goh; Ho-Kin Tang (SMC, 2024)

Evolutionary Neural Architecture Search for 3D Point Cloud Analysis. - Yisheng Yang; Guodong Du 002; Chean Khim Toa; Ho-Kin Tang; Sim Kuan Goh (SMC, 2024)

Impacts of Darwinian Evolution on Pre-trained Deep Neural Networks. - Guodong Du 002; Runhua Jiang; Senqiao Yang; HaoYang Li; Wei Chen; Keren Li; Sim Kuan Goh; Ho-Kin Tang (CoRR, 2024)

Meta-heuristic Optimizer Inspired by the Philosophy of Yi Jing. - Yisheng Yang; Sim Kuan Goh; Qing Cai; Shen Yuong Wong; Ho-Kin Tang (CoRR, 2024)

Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer. - Guodong Du 002; Zitao Fang; Jing Li 034; Junlin Li; Runhua Jiang; Shuyang Yu; Yifei Guo; Yangneng Chen; Sim Kuan Goh; Ho-Kin Tang; Daojing He; Honghai Liu 001; et al. (ACL (1), 2025)

Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling. - Junlin Li; Guodong Du 002; Jing Li 034; Sim Kuan Goh; Wenya Wang; Yequan Wang; Fangming Liu; Ho-Kin Tang; Saleh Alharbi; Daojing He; Min Zhang 005 (ACL (1), 2025)

Disentangling Task Interference within Neurons: Model Merging in Alignment with Neuronal Mechanisms. - Zitao Fang; Guodong Du 002; Shuyang Yu; Yifei Guo; Yiwei Zhang; Jing Li 034; Ho-Kin Tang; Sim Kuan Goh (CoRR, 2025)

Knowledge Grafting of Large Language Models. - Guodong Du 002; Xuanning Zhou; Junlin Li; Zhuo Li; Zesheng Shi; Wanyu Lin; Ho-Kin Tang; Xiucheng Li; Fangming Liu; Wenya Wang; Min Zhang 005; Jing Li 034 (CoRR, 2025)