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2020 – today
- 2026
[j2]Yunxiao Shi
, Gaolei Li, Jun Wu, Jianhua Li, He Fang:
BPF-DAG: Byte-Packet-Flow Features Fusion via Dynamic Attributed Graph for Reliable Encrypted Traffic Classification. IEEE Trans. Inf. Forensics Secur. 21: 197-211 (2026)- [i24]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:
Generative Scenario Rollouts for End-to-End Autonomous Driving. CoRR abs/2601.11475 (2026) - 2025
- [j1]Li Wang, Min Xu, Quangui Zhang, Yunxiao Shi, Qiang Wu:
Causal disentanglement for regulating social influence bias in social recommendation. Neurocomputing 618: 129133 (2025) - [c20]Yunxiao Shi, Wujiang Xu, Zeqi Zhang, Xing Zi, Qiang Wu, Min Xu:
PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence. ACL (Findings) 2025: 5764-5787 - [c19]Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang:
iAgent: LLM Agent as a Shield between User and Recommender Systems. ACL (Findings) 2025: 18056-18084 - [c18]Yunxiao Shi, Haoning Shang, Xing Zi, Wujiang Xu, Yue Feng, Min Xu:
Answering Narrative-Driven Recommendation Queries via a Retrieve-Rank Paradigm and the OCG-Agent. EMNLP 2025: 13181-13202 - [c17]Pierre-David Letourneau, Manish Kumar Singh, Hsin-Pai Cheng, Shizhong Han, Yunxiao Shi, Dalton Jones, Matthew Harper Langston, Hong Cai, Fatih Porikli:
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer. ICLR 2025 - [c16]Wujiang Xu, Qitian Wu, Zujie Liang, Jiaojiao Han, Xuying Ning, Yunxiao Shi, Wenfang Lin, Yongfeng Zhang:
SLMRec: Distilling Large Language Models into Small for Sequential Recommendation. ICLR 2025 - [c15]Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli:
H3O: Hyper-Efficient 3D Occupancy Prediction with Heterogeneous Supervision. ICRA 2025: 4869-4876 - [c14]Xing Zi, Jinghao Xiao, Yunxiao Shi, Xian Tao, Jun Li, Ali Braytee, Mukesh Prasad:
RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering. ACM Multimedia 2025: 12905-12911 - [c13]Yibin Zhou, Yunxiao Shi, Xiao Yang, Da Xiao, Gaolei Li, Jianhua Li:
HyBiGraph: Toward Multi-Order Malicious Encrypted Traffic Classification via Hyper-Bipartite Graph Fusion. TrustCom 2025: 3053-3062 - [i23]Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang:
InstructAgent: Building User Controllable Recommender via LLM Agent. CoRR abs/2502.14662 (2025) - [i22]Yunxiao Shi, Wujiang Xu, Zeqi Zhang, Xing Zi, Qiang Wu, Min Xu:
PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior Sequence. CoRR abs/2503.02398 (2025) - [i21]Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli:
H3O: Hyper-Efficient 3D Occupancy Prediction with Heterogeneous Supervision. CoRR abs/2503.04059 (2025) - [i20]Yunxiao Shi, Hong Cai, Jisoo Jeong, Yinhao Zhu, Shizhong Han, Amin Ansari, Fatih Porikli:
BePo: Leveraging Birds Eye View and Sparse Points for Efficient and Accurate 3D Occupancy Prediction. CoRR abs/2506.07002 (2025) - [i19]Yunxiao Shi, Yinhao Zhu, Shizhong Han, Jisoo Jeong, Amin Ansari, Hong Cai, Fatih Porikli:
ODG: Occupancy Prediction Using Dual Gaussians. CoRR abs/2506.09417 (2025) - [i18]Rajeev Yasarla, Shizhong Han, Hsin-Pai Cheng, Litian Liu, Shweta Mahajan, Apratim Bhattacharyya, Yunxiao Shi, Risheek Garrepalli, Hong Cai, Fatih Porikli:
RoCA: Robust Cross-Domain End-to-End Autonomous Driving. CoRR abs/2506.10145 (2025) - [i17]Xing Zi, Jinghao Xiao, Yunxiao Shi, Xian Tao, Jun Li, Ali Braytee, Mukesh Prasad:
RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering. CoRR abs/2508.07918 (2025) - [i16]Zhuo Cao, Yunxiao Shi, Min Xu:
sam-llm: interpretable lane change trajectoryprediction via parametric finetuning. CoRR abs/2509.03462 (2025) - [i15]Yunxiao Shi, Shuo Yang, Haimin Zhang, Li Wang, Yongze Wang, Qiang Wu, Min Xu:
MEGG: Replay via Maximally Extreme GGscore in Incremental Learning for Neural Recommendation Models. CoRR abs/2509.07319 (2025) - [i14]Yunxiao Shi, Shuo Yang, Yixin Su, Rui Zhang, Min Xu:
Accumulative SGD Influence Estimation for Data Attribution. CoRR abs/2510.26185 (2025) - 2024
- [c12]Xing Zi, Yunxiao Shi, Taoyuan Zhu, Kairui Jin, Xian Tao, Jun Li, Karthick Thiyagarajan, Mukesh Prasad:
BDC Dataset: A Comprehensive Dataset for Automated Build Damage Classification. ADMA (1) 2024: 91-104 - [c11]Yunxiao Shi, Manish Kumar Singh, Hong Cai, Fatih Porikli:
DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions. CVPR 2024: 10736-10746 - [c10]Yunxiao Shi, Xing Zi, Zijing Shi, Haimin Zhang, Qiang Wu, Min Xu:
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems. ECAI 2024: 2258-2265 - [c9]Rajeev Yasarla, Manish Kumar Singh, Hong Cai, Yunxiao Shi, Jisoo Jeong, Yinhao Zhu, Shizhong Han, Risheek Garrepalli, Fatih Porikli:
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation. ECCV (5) 2024: 440-458 - [c8]Yunxiao Shi, Min Xu, Haimin Zhang, Xing Zi, Qiang Wu:
A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine. MMGR@MM 2024: 12-20 - [i13]Li Wang, Min Xu, Quangui Zhang, Yunxiao Shi, Qiang Wu:
Causal Disentanglement for Regulating Social Influence Bias in Social Recommendation. CoRR abs/2403.03578 (2024) - [i12]Yunxiao Shi, Manish Kumar Singh, Hong Cai, Fatih Porikli:
DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions. CoRR abs/2403.12202 (2024) - [i11]Rajeev Yasarla, Manish Kumar Singh, Hong Cai, Yunxiao Shi, Jisoo Jeong, Yinhao Zhu, Shizhong Han, Risheek Garrepalli, Fatih Porikli:
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation. CoRR abs/2403.12953 (2024) - [i10]Zeng Yu, Yunxiao Shi:
Parameter Hierarchical Optimization for Visible-Infrared Person Re-Identification. CoRR abs/2404.07930 (2024) - [i9]Yunxiao Shi, Xing Zi, Zijing Shi, Haimin Zhang, Qiang Wu, Min Xu:
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization. CoRR abs/2405.06683 (2024) - [i8]Yunxiao Shi, Xing Zi, Zijing Shi, Haimin Zhang, Qiang Wu, Min Xu:
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems. CoRR abs/2407.10670 (2024) - [i7]Pierre-David Letourneau, Manish Kumar Singh, Hsin-Pai Cheng, Shizhong Han, Yunxiao Shi, Dalton Jones, Matthew Harper Langston, Hong Cai, Fatih Porikli:
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer. CoRR abs/2407.11306 (2024) - [i6]Yunxiao Shi, Wujiang Xu, Mingyu Jin, Haimin Zhang, Qiang Wu, Yongfeng Zhang, Min Xu:
Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction. CoRR abs/2408.08713 (2024) - [i5]Yunxiao Shi, Min Xu, Haimin Zhang, Xing Zi, Qiang Wu:
A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine. CoRR abs/2409.00636 (2024) - 2023
- [c7]Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli:
EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation. CVPR Workshops 2023: 119-129 - [c6]Rajeev Yasarla, Hong Cai, Jisoo Jeong, Yunxiao Shi, Risheek Garrepalli, Fatih Porikli:
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation. ICCV 2023: 8720-8730 - [c5]Yunxiao Shi, Zeng Yu, Tianrui Li, Shengdong Du, Yeyiran Jing:
A Parted-based Method for Unsupervised Visible-Infrared Re-identification. ISKE 2023: 135-142 - [i4]Yunxiao Shi, Hong Cai, Amin Ansari, Fatih Porikli:
EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation. CoRR abs/2304.03369 (2023) - [i3]Rajeev Yasarla, Hong Cai, Jisoo Jeong, Yunxiao Shi, Risheek Garrepalli, Fatih Porikli:
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation. CoRR abs/2307.14336 (2023) - 2022
- [c4]Yunxiao Shi, Xixi Zhang, Zhengran He, Jie Yang:
A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search. VTC Fall 2022: 1-5 - 2020
- [c3]Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang:
MDA-Net: Memorable Domain Adaptation Network for Monocular Depth Estimation. BMVC 2020
2010 – 2019
- 2019
- [c2]Yunxiao Shi, Haoyu Fang, Jing Zhu, Yi Fang:
Pairwise Attention Encoding for Point Cloud Feature Learning. 3DV 2019: 135-144 - [i2]Jing Zhu, Yunxiao Shi, Mengwei Ren, Yi Fang, Kuo-Chin Lien, Junli Gu:
Structure-Attentioned Memory Network for Monocular Depth Estimation. CoRR abs/1909.04594 (2019) - [i1]Yunxiao Shi, Jing Zhu, Yi Fang, Kuo-Chin Lien, Junli Gu:
Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjustment. CoRR abs/1909.13163 (2019) - 2017
- [c1]Yunxiao Shi, Xiangnan He, Han Wu, Zhong-Xiao Jin, Wenlian Lu:
Adaptive L_p (0 Regularization: Oracle Property and Applications. ICONIP (1) 2017: 13-23
Coauthor Index
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