A Position-First 3D Inversion Method for Tomosar. - Ruizhe Shi; Zekun Jiao; Xiaolan Qiu; Chibiao Ding (IGARSS, 2021)

A Robust Fire Detection Model via Convolution Neural Networks for Intelligent Robot Vision Sensing. - Qing An; Xijiang Chen; Junqian Zhang; Ruizhe Shi; Yuanjun Yang; Wei Huang (Sensors, 2022)

Intelligent Detection of Hazardous Goods Vehicles and Determination of Risk Grade Based on Deep Learning. - Qing An; Shisong Wu; Ruizhe Shi; Haojun Wang; Jun Yu; Zhifeng Li (Sensors, 2022)

Multi-Section Traffic Flow Prediction Based on MLR-LSTM Neural Network. - Ruizhe Shi; Lijing Du (Sensors, 2022)

H-InDex: Visual Reinforcement Learning with Hand-Informed Representations for Dexterous Manipulation. - Yanjie Ze; Yuyao Liu; Ruizhe Shi; Jiaxin Qin; Zhecheng Yuan; Jiashun Wang; Huazhe Xu (NeurIPS, 2023)

A Novel Gradient Descent Least-Squares (GDLSs) Algorithm for Efficient Gridless Line Spectrum Estimation With Applications in Tomographic SAR Imaging. - Ruizhe Shi; Zhe Zhang 026; Xiaolan Qiu; Chibiao Ding (IEEE Trans. Geosci. Remote. Sens., 2023)

Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning. - Ruizhe Shi; Yuyao Liu; Yanjie Ze; Simon Shaolei Du; Huazhe Xu (ICLR, 2024)

Rethinking Transformers in Solving POMDPs. - Chenhao Lu; Ruizhe Shi; Yuyao Liu; Kaizhe Hu; Simon Shaolei Du; Huazhe Xu (ICML, 2024)

Decoding-Time Language Model Alignment with Multiple Objectives. - Ruizhe Shi; Yifang Chen 001; Yushi Hu; Alisa Liu; Hanna Hajishirzi; Noah A. Smith; Simon S. Du (NeurIPS, 2024)

ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions. - Yuqi Fu; Ruizhe Shi; Haoliang Wang; Songqing Chen; Yue Cheng 001 (USENIX ATC, 2024)

A Closer Look into IPFS: Accessibility, Content, and Performance. - Ruizhe Shi; Ruizhi Cheng; Bo Han 001; Yue Cheng 001; Songqing Chen (Proc. ACM Meas. Anal. Comput. Syst., 2024)

The Crucial Role of Samplers in Online Direct Preference Optimization. - Ruizhe Shi; Runlong Zhou; Simon Shaolei Du (ICLR, 2025)

Centralization in the Decentralized Web: Challenges and Opportunities in IPFS Data Management. - Ruizhe Shi; Ruizhi Cheng; Yuqi Fu; Bo Han 001; Yue Cheng 001; Songqing Chen (WWW, 2025)

Understanding the Performance Gap in Preference Learning: A Dichotomy of RLHF and DPO. - Ruizhe Shi; Minhak Song; Runlong Zhou; Zihan Zhang; Maryam Fazel; Simon S. Du (CoRR, 2025)