Guoheng Sun

According to our database, Guoheng Sun authored at least 8 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards counterfactual fairness thorough auxiliary variables.

Bowei Tian, Ziyao Wang, Shwai He, Wanghao Ye, Guoheng Sun, Yucong Dai, Yongkai Wu, Ang Li

CoRR, 2024

Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias.

Bowei Tian, Yexiao He, Meng Liu, Yucong Dai, Ziyao Wang, Shwai He, Guoheng Sun, Zheyu Shen, Wanghao Ye, Yongkai Wu, Ang Li

CoRR, 2024

Router-Tuning: A Simple and Effective Approach for Enabling Dynamic-Depth in Transformers.

Shwai He, Tao Ge, Guoheng Sun, Bowei Tian, Xiaoyang Wang, Ang Li, Dong Yu

CoRR, 2024

Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild.

Xinyu Zhao, Guoheng Sun, Ruisi Cai, Yukun Zhou, Pingzhi Li, Peihao Wang, Bowen Tan, Yexiao He, Li Chen, Yi Liang, Beidi Chen, Binhang Yuan, Hongyi Wang, Ang Li, Zhangyang Wang, Tianlong Chen

CoRR, 2024

FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations.

Ziyao Wang, Zheyu Shen, Yexiao He, Guoheng Sun, Hongyi Wang, Lingjuan Lyu, Ang Li

CoRR, 2024

What Matters in Transformers? Not All Attention is Needed.

Shwai He, Guoheng Sun, Zheyu Shen, Ang Li

CoRR, 2024

SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning.

Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang, Ang Li

CoRR, 2024

2023

Fighting Attacks on Large Character Set CAPTCHAs Using Transferable Adversarial Examples.

Yucheng Fu, Guoheng Sun, Han Yang, Juntian Huang, Haizhou Wang

Proceedings of the International Joint Conference on Neural Networks, 2023