Yunxiao Shi

According to our database, Yunxiao Shi authored at least 36 papers between 2017 and 2026.

Collaborative distances:

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

2026

MEGG: replay via maximally extreme GGscore in incremental learning for neural recommendation models.

Yunxiao Shi, Shuo Yang, Haimin Zhang, Li Wang, Yongze Wang, Qiang Wu, Min Xu

Data Min. Knowl. Discov., April, 2026

AgentSelect: Benchmark for Narrative Query-to-Agent Recommendation.

Yunxiao Shi, Wujiang Xu, Tingwei Chen, Haoning Shang, Ling Yang, Yunfeng Wan, Zhuo Cao, Xing Zi, Dimitris N. Metaxas, Min Xu

CoRR, March, 2026

Generative Scenario Rollouts for End-to-End Autonomous Driving.

Rajeev Yasarla, Deepti Hegde, Shizhong Han, Hsin-Pai Cheng, Yunxiao Shi, Meysam Sadeghigooghari, Shweta Mahajan, Apratim Bhattacharyya, Litian Liu, Risheek Garrepalli, Thomas Svantesson, Fatih Porikli, Hong Cai

CoRR, January, 2026

BPF-DAG: Byte-Packet-Flow Features Fusion via Dynamic Attributed Graph for Reliable Encrypted Traffic Classification.

Yunxiao Shi, Gaolei Li, Jun Wu, Jianhua Li, He Fang

IEEE Trans. Inf. Forensics Secur., 2026

2025

Accumulative SGD Influence Estimation for Data Attribution.

Yunxiao Shi, Shuo Yang, Yixin Su, Rui Zhang, Min Xu

CoRR, October, 2025

sam-llm: interpretable lane change trajectoryprediction via parametric finetuning.

Zhuo Cao, Yunxiao Shi, Min Xu

CoRR, September, 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, June, 2025

ODG: Occupancy Prediction Using Dual Gaussians.

Yunxiao Shi, Yinhao Zhu, Shizhong Han, Jisoo Jeong, Amin Ansari, Hong Cai, Fatih Porikli

CoRR, June, 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, June, 2025

InstructAgent: Building User Controllable Recommender via LLM Agent.

Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang

CoRR, February, 2025

Causal disentanglement for regulating social influence bias in social recommendation.

Li Wang, Min Xu, Quangui Zhang, Yunxiao Shi, Qiang Wu

Neurocomputing, 2025

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

Proceedings of the 24th IEEE International Conference on Trust, 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, Ali Braytee, Mukesh Prasad

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

H3O: Hyper-Efficient 3D Occupancy Prediction with Heterogeneous Supervision.

Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli

Proceedings of the IEEE International Conference on Robotics and Automation, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence.

Yunxiao Shi, Wujiang Xu, Zeqi Zhang, Xing Zi, Qiang Wu, Min Xu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction.

Yunxiao Shi, Wujiang Xu, Mingyu Jin, Haimin Zhang, Qiang Wu, Yongfeng Zhang, Min Xu

CoRR, 2024

ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization.

Yunxiao Shi, Xing Zi, Zijing Shi, Haimin Zhang, Qiang Wu, Min Xu

CoRR, 2024

Parameter Hierarchical Optimization for Visible-Infrared Person Re-Identification.

Zeng Yu, Yunxiao Shi

CoRR, 2024

A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine.

Yunxiao Shi, Min Xu, Haimin Zhang, Xing Zi, Qiang Wu

Proceedings of the 2nd International Workshop on Deep Multimodal Generation and Retrieval, 2024

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

Proceedings of the Computer Vision - ECCV 2024, 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, Qiang Wu, Min Xu

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions.

Yunxiao Shi, Manish Kumar Singh, Hong Cai, Fatih Porikli

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

A Parted-based Method for Unsupervised Visible-Infrared Re-identification.

Yunxiao Shi, Zeng Yu, Tianrui Li, Shengdong Du, Yeyiran Jing

Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation.

Rajeev Yasarla, Hong Cai, Jisoo Jeong, Yunxiao Shi, Risheek Garrepalli, Fatih Porikli

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation.

Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search.

Yunxiao Shi, Xixi Zhang, Zhengran He, Jie Yang

Proceedings of the 96th Vehicular Technology Conference, 2022

2020

MDA-Net: Memorable Domain Adaptation Network for Monocular Depth Estimation.

Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjustment.

Yunxiao Shi, Jing Zhu, Yi Fang, Kuo-Chin Lien, Junli Gu

CoRR, 2019

Structure-Attentioned Memory Network for Monocular Depth Estimation.

Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang, Kuo-Chin Lien, Junli Gu

CoRR, 2019

Pairwise Attention Encoding for Point Cloud Feature Learning.

Yunxiao Shi, Haoyu Fang, Jing Zhu, Yi Fang

Proceedings of the 2019 International Conference on 3D Vision, 2019

2017

Adaptive L_p (0 Regularization: Oracle Property and Applications.

Yunxiao Shi, Xiangnan He, Han Wu, Zhong-Xiao Jin, Wenlian Lu

Proceedings of the Neural Information Processing - 24th International Conference, 2017