Zhiyi Shi

According to our database, Zhiyi Shi authored at least 27 papers between 2023 and 2026.

Collaborative distances:

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

2026

Task-Specific Directions: Definition, Exploration, and Utilization in Parameter Efficient Fine-Tuning.

Chongjie Si, Zhiyi Shi, Shifan Zhang, Xiaokang Yang, Hanspeter Pfister, Wei Shen

IEEE Trans. Pattern Anal. Mach. Intell., June, 2026

Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation.

Jiashuo Sun, Jimeng Shi, Yixuan Xie, Saizhuo Wang, Jash Rajesh Parekh, Pengcheng Jiang, Zhiyi Shi, Jiajun Fan, Qinglong Zheng, Peiran Li, Shaowen Wang, Ge Liu, Jiawei Han

CoRR, May, 2026

Diversity-Driven Contrastive Value Ensembles with Categorical Constraints for Goal-Conditioned Robotic Control.

Zhiyi Shi, Ruihao Zhu, Shuai Wu, Kevin W. Tong, Guangyu Zhu, Qi Wu

IEEE CAA J. Autom. Sinica, April, 2026

Learning to Predict Future-Aligned Research Proposals with Language Models.

Heng Wang, Pengcheng Jiang, Jiashuo Sun, Zhiyi Shi, Haofei Yu, Jiawei Han, Heng Ji

CoRR, March, 2026

Channel-Robust Radio Frequency Fingerprint Extraction Based on Channel Reciprocity.

Bingshu Dong, Aiqun Hu, Jiabao Yu, Jiangtao Wang, Zhiyi Shi, Xudong Chen

IEEE Trans. Commun., 2026

Evolutionary Contrastive Ensemble With Conditional Redundancy Fitness Evaluation for Goal-Conditioned Humanoid Locomotion.

Zhiyi Shi, Haoyu Pan, Ruihao Zhu, Changyu Li, Shuai Wu, Edmond Qi Wu

IEEE Trans Autom. Sci. Eng., 2026

Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model.

Hyun-Jic Oh, Junsik Kim, Zhiyi Shi, Yichen Wu, Yu-An Chen, Peter K. Sorger, Hanspeter Pfister, Won-Ki Jeong

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Adaptation of Agentic AI.

Pengcheng Jiang, Jiacheng Lin, Zhiyi Shi, Zifeng Wang, Luxi He, Yichen Wu, Ming Zhong, Peiyang Song, Qizheng Zhang, Heng Wang, Xueqiang Xu, Hanwen Xu, Pengrui Han, Dylan Zhang, Jiashuo Sun, Chaoqi Yang, Kun Qian, Tian Wang, Changran Hu, Manling Li, Quanzheng Li, Hao Peng, Sheng Wang, Jingbo Shang, Chao Zhang, Jiaxuan You, Liyuan Liu, Pan Lu, Yu Zhang, Heng Ji, Yejin Choi, Dawn Song, Jimeng Sun, Jiawei Han

CoRR, December, 2025

Spatial-Temporal Pre-Training for Embryo Viability Prediction Using Time-Lapse Videos.

Zhiyi Shi, Junsik Kim, Helen Y. Yang, Yonghyun Song, Hyun-Jic Oh, Dalit Ben-Yosef, Daniel Needleman, Hanspeter Pfister

CoRR, June, 2025

DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models.

Zhiyi Shi, Binjie Wang, Chongjie Si, Yichen Wu, Junsik Kim, Hanspeter Pfister

CoRR, June, 2025

MAP: Revisiting Weight Decomposition for Low-Rank Adaptation.

Chongjie Si, Zhiyi Shi, Yadao Wang, Xiaokang Yang, Susanto Rahardja, Wei Shen

CoRR, May, 2025

"Jumpingly" Perceive Time Series: Image Generation Approach to Modeling Functional Brain Activation.

Yuxuan Yao, Xinying Wu, Kevin W. Tong, Miaomiao Zhang, Zhiyi Shi, Jin Ma, Yuhong Hou

IEEE Trans Autom. Sci. Eng., 2025

Computational fluid dynamics -informed virtual safety assessment of steel-framed structure with fire-induced ductile failure.

Zhiyi Shi, Yuan Feng, Temitope Egbelakin, Chengwei Yang, Wei Gao

Reliab. Eng. Syst. Saf., 2025

Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning.

Chongjie Si, Zhiyi Shi, Shifan Zhang, Xiaokang Yang, Hanspeter Pfister, Wei Shen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Generalized Tensor-Based Parameter-Efficient Fine-Tuning via Lie Group Transformations.

Chongjie Si, Zhiyi Shi, Xuehui Wang, Yichen Xiao, Xiaokang Yang, Wei Shen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Activity Recognition using RF and IMU Sensor Data Fusion.

Maansa Krovvidi, Zhiyi Shi, Sushanta Mohan Rakshit, Anagha Ravi Shankara, Vivek Jain, Quinn Jacobson

Proceedings of the 3rd International Workshop on Human-Centered Sensing, 2025

2024

Efficient Reinforcement Learning With the Novel N-Step Method and V-Network.

Miaomiao Zhang, Shuo Zhang, Xinying Wu, Zhiyi Shi, Xiangyang Deng, Edmond Qi Wu, Xin Xu

IEEE Trans. Cybern., October, 2024

Virtual modelling based fragility assessment of structures under bushfire propagation.

Zhiyi Shi, Yuan Feng, Mark G. Stewart, Wei Gao

Reliab. Eng. Syst. Saf., 2024

Large-scale aerial scene perception based on self-supervised multi-view stereo via cycled generative adversarial network.

Kevin W. Tong, Zhiyi Shi, Guangyu Zhu, Ya Duan, Yuhong Hou, Edmond Qi Wu, Limin Zhu

Inf. Fusion, 2024

BeyondCT: A deep learning model for predicting pulmonary function from chest CT scans.

Kaiwen Geng, Zhiyi Shi, Xiaoyan Zhao, Alaa Ali, Jing Wang, Joseph K. Leader, Jiantao Pu

CoRR, 2024

Causal Relationship Network of Risk Factors Impacting Workday Loss in Underground Coal Mines.

Shangsi Ren, Cameron A. Beeche, Zhiyi Shi, Maria Acevedo Garcia, Katherine Zychowski, Shuguang Leng, Pedram Roghanchi, Jiantao Pu

CoRR, 2024

A Robust Radio Frequency Fingerprint Extraction Method Based on Channel Reciprocity.

Bingshu Dong, Aiqun Hu, Jiabao Yu, Hongxia Chen, Zhiyi Shi

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

MoRA: LoRA Guided Multi-modal Disease Diagnosis with Missing Modality.

Zhiyi Shi, Junsik Kim, Wanhua Li, Yicong Li, Hanspeter Pfister

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Multimodal Learning for Embryo Viability Prediction in Clinical IVF.

Junsik Kim, Zhiyi Shi, Davin Jeong, Johannes Knittel, Helen Y. Yang, Yonghyun Song, Wanhua Li, Yicong Li, Dalit Ben-Yosef, Daniel Needleman, Hanspeter Pfister

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Strolling in Room-Scale VR: Hex-Core-MK1 Omnidirectional Treadmill.

Ziyao Wang, Chiyi Liu, Jialiang Chen, Yao Yao, Dazheng Fang, Zhiyi Shi, Rui Yan, Yiye Wang, KanJian Zhang, Hai Wang, Haikun Wei

IEEE Trans. Vis. Comput. Graph., December, 2023

A Novel Radio Frequency Fingerprint Extraction Method Against Variable Channel Characteristics.

Zhiyi Shi, Aiqun Hu, Jiabao Yu, Hongxia Chen, Bingshu Dong, Xudong Chen

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

Brainnetformer: Decoding Brain Cognitive States with Spatial-Temporal Cross Attention.

Leheng Sheng, Wenhan Wang, Zhiyi Shi, Jichao Zhan, Youyong Kong

Proceedings of the IEEE International Conference on Acoustics, 2023