Adaptive L_p (0 Regularization: Oracle Property and Applications. - Yunxiao Shi; Xiangnan He 002; Han Wu; Zhong-Xiao Jin; Wenlian Lu (ICONIP (1), 2017)

Pairwise Attention Encoding for Point Cloud Feature Learning. - Yunxiao Shi; Haoyu Fang; Jing Zhu 002; Yi Fang 006 (3DV, 2019)

Structure-Attentioned Memory Network for Monocular Depth Estimation. - Jing Zhu 002; Yunxiao Shi; Mengwei Ren; Yi Fang 006; Kuo-Chin Lien; Junli Gu (CoRR, 2019)

Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjustment. - Yunxiao Shi; Jing Zhu 002; Yi Fang 006; Kuo-Chin Lien; Junli Gu (CoRR, 2019)

MDA-Net: Memorable Domain Adaptation Network for Monocular Depth Estimation. - Jing Zhu 002; Yunxiao Shi; Mengwei Ren; Yi Fang 006 (BMVC, 2020)

A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search. - Yunxiao Shi; Xixi Zhang 001; Zhengran He; Jie Yang 027 (VTC Fall, 2022)

EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation. - Yunxiao Shi; Hong Cai; Amin Ansari; Fatih Porikli (CVPR Workshops, 2023)

MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation. - Rajeev Yasarla; Hong Cai; Jisoo Jeong; Yunxiao Shi; Risheek Garrepalli; Fatih Porikli (ICCV, 2023)

A Parted-based Method for Unsupervised Visible-Infrared Re-identification. - Yunxiao Shi; Zeng Yu 001; Tianrui Li 001; Shengdong Du; Yeyiran Jing (ISKE, 2023)

BDC Dataset: A Comprehensive Dataset for Automated Build Damage Classification. - Xing Zi; Yunxiao Shi; Taoyuan Zhu; Kairui Jin; Xian Tao; Jun Li 010; Karthick Thiyagarajan; Mukesh Prasad (ADMA (1), 2024)

DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions. - Yunxiao Shi; Manish Kumar Singh 002; Hong Cai; Fatih Porikli (CVPR, 2024)

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 001; Qiang Wu 001; Min Xu 001 (ECAI, 2024)

FutureDepth: Learning to Predict the Future Improves Video Depth Estimation. - Rajeev Yasarla; Manish Kumar Singh 002; Hong Cai; Yunxiao Shi; Jisoo Jeong; Yinhao Zhu; Shizhong Han; Risheek Garrepalli; Fatih Porikli (ECCV (5), 2024)

A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine. - Yunxiao Shi; Min Xu 001; Haimin Zhang 001; Xing Zi; Qiang Wu 001 (MMGR@MM, 2024)

Parameter Hierarchical Optimization for Visible-Infrared Person Re-Identification. - Zeng Yu 001; Yunxiao Shi (CoRR, 2024)

ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization. - Yunxiao Shi; Xing Zi; Zijing Shi; Haimin Zhang 001; Qiang Wu 001; Min Xu 001 (CoRR, 2024)

Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction. - Yunxiao Shi; Wujiang Xu; Mingyu Jin; Haimin Zhang 001; Qiang Wu 001; Yongfeng Zhang; Min Xu 001 (CoRR, 2024)

PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence. - Yunxiao Shi; Wujiang Xu; Zeqi Zhang; Xing Zi; Qiang Wu 001; Min Xu 001 (ACL (Findings), 2025)

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 (ACL (Findings), 2025)

PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer. - Pierre-David Letourneau; Manish Kumar Singh 002; Hsin-Pai Cheng; Shizhong Han; Yunxiao Shi; Dalton Jones; Matthew Harper Langston; Hong Cai; Fatih Porikli (ICLR, 2025)

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 (ICLR, 2025)

Causal disentanglement for regulating social influence bias in social recommendation. - Li Wang 064; Min Xu 001; Quangui Zhang; Yunxiao Shi; Qiang Wu 001 (Neurocomputing, 2025)

InstructAgent: Building User Controllable Recommender via LLM Agent. - Wujiang Xu; Yunxiao Shi; Zujie Liang; Xuying Ning; Kai Mei; Kun Wang 056; Xi Zhu; Min Xu; Yongfeng Zhang (CoRR, 2025)

H3O: Hyper-Efficient 3D Occupancy Prediction with Heterogeneous Supervision. - Yunxiao Shi; Hong Cai; Amin Ansari; Fatih Porikli (CoRR, 2025)

BePo: Leveraging Birds Eye View and Sparse Points for Efficient and Accurate 3D Occupancy Prediction. - Yunxiao Shi; Hong Cai; Jisoo Jeong; Yinhao Zhu; Shizhong Han; Amin Ansari; Fatih Porikli (CoRR, 2025)

ODG: Occupancy Prediction Using Dual Gaussians. - Yunxiao Shi; Yinhao Zhu; Shizhong Han; Jisoo Jeong; Amin Ansari; Hong Cai; Fatih Porikli (CoRR, 2025)

RoCA: Robust Cross-Domain End-to-End Autonomous Driving. - Rajeev Yasarla; Shizhong Han; Hsin-Pai Cheng; Litian Liu; Shweta Mahajan; Apratim Bhattacharyya; Yunxiao Shi; Risheek Garrepalli; Hong Cai; Fatih Porikli (CoRR, 2025)

RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering. - Xing Zi; Jinghao Xiao; Yunxiao Shi; Xian Tao; Jun Li 010; Ali Braytee; Mukesh Prasad (CoRR, 2025)