| 2025 | ACL | PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence. | Yunxiao Shi, Wujiang Xu, Zeqi Zhang, Xing Zi, Qiang Wu, Min Xu |
| 2025 | ACL | iAgent: LLM Agent as a Shield between User and Recommender Systems. | Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang |
| 2025 | EMNLP | Answering Narrative-Driven Recommendation Queries via a Retrieve-Rank Paradigm and the OCG-Agent. | Yunxiao Shi, Haoning Shang, Xing Zi, Wujiang Xu, Yue Feng, Min Xu |
| 2025 | ICLR | PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer. | Pierre-David Letourneau, Manish Kumar Singh, Hsin-Pai Cheng, Shizhong Han, Yunxiao Shi, Dalton Jones, Matthew Harper Langston, Hong Cai, Fatih Porikli |
| 2025 | ICLR | SLMRec: Distilling Large Language Models into Small for Sequential Recommendation. | Wujiang Xu, Qitian Wu, Zujie Liang, Jiaojiao Han, Xuying Ning, Yunxiao Shi, Wenfang Lin, Yongfeng Zhang |
| 2025 | ICRA | H3O: Hyper-Efficient 3D Occupancy Prediction with Heterogeneous Supervision. | Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli |
| 2025 | TrustCom | HyBiGraph: Toward Multi-Order Malicious Encrypted Traffic Classification via Hyper-Bipartite Graph Fusion. | Yibin Zhou, Yunxiao Shi, Xiao Yang, Da Xiao, Gaolei Li, Jianhua Li |
| 2024 | ADMA | BDC Dataset: A Comprehensive Dataset for Automated Build Damage Classification. | Xing Zi, Yunxiao Shi, Taoyuan Zhu, Kairui Jin, Xian Tao, Jun Li, Karthick Thiyagarajan, Mukesh Prasad |
| 2024 | CVPR | DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions. | Yunxiao Shi, Manish Kumar Singh, Hong Cai, Fatih Porikli |
| 2024 | ECAI | Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems. | Yunxiao Shi, Xing Zi, Zijing Shi, Haimin Zhang, Qiang Wu, Min Xu |
| 2024 | ECCV | FutureDepth: Learning to Predict the Future Improves Video Depth Estimation. | Rajeev Yasarla, Manish Kumar Singh, Hong Cai, Yunxiao Shi, Jisoo Jeong, Yinhao Zhu, Shizhong Han, Risheek Garrepalli, Fatih Porikli |
| 2023 | CVPR | EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation. | Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli |
| 2023 | ICCV | MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation. | Rajeev Yasarla, Hong Cai, Jisoo Jeong, Yunxiao Shi, Risheek Garrepalli, Fatih Porikli |
| 2023 | ISKE | A Parted-based Method for Unsupervised Visible-Infrared Re-identification. | Yunxiao Shi, Zeng Yu, Tianrui Li, Shengdong Du, Yeyiran Jing |
| 2022 | VTC | A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search. | Yunxiao Shi, Xixi Zhang, Zhengran He, Jie Yang |
| 2020 | BMVC | MDA-Net: Memorable Domain Adaptation Network for Monocular Depth Estimation. | Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang |
| 2017 | ICONIP | Adaptive L_p (0 Regularization: Oracle Property and Applications. | Yunxiao Shi, Xiangnan He, Han Wu, Zhong-Xiao Jin, Wenlian Lu |