ETree: Effective and Efficient Event Modeling for Real-Time Online Social Media Networks. - Hansu Gu; Xing Xie 003; Qin Lv; Yaoping Ruan; Li Shang 001 (Web Intelligence, 2011)

Interest-based real-time content recommendation in online social communities. - Dongsheng Li 002; Qin Lv; Xing Xie 003; Li Shang 001; Huanhuan Xia; Tun Lu; Ning Gu 001 (Knowl. Based Syst., 2012)

WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation. - Chao Chen 016; Dongsheng Li 002; Yingying Zhao; Qin Lv; Li Shang 001 (SIGIR, 2015)

Low-Rank Matrix Approximation with Stability. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Junchi Yan; Li Shang 001; Stephen M. Chu (ICML, 2016)

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. - Chao Chen 016; Dongsheng Li 002; Qin Lv; Junchi Yan; Stephen M. Chu; Li Shang 001 (IJCAI, 2016)

An algorithm for efficient privacy-preserving item-based collaborative filtering. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Li Shang 001; Yingying Zhao; Tun Lu; Ning Gu 001 (Future Gener. Comput. Syst., 2016)

GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering. - Chao Chen 016; Dongsheng Li 002; Qin Lv; Junchi Yan; Li Shang 001; Stephen M. Chu (AAAI, 2017)

ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Li Shang 001; Stephen M. Chu; Hongyuan Zha (AAAI, 2017)

AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Hansu Gu; Tun Lu; Li Shang 001; Ning Gu 001; Stephen M. Chu (WWW, 2018)

Collaborative Filtering with Stability. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Junchi Yan; Li Shang 001; Stephen M. Chu (CoRR, 2018)

Editorial for special issue on human-centered cooperative computing. - Xianghua Ding; Li Shang 001; Hao-Chuan Wang (CCF Trans. Pervasive Comput. Interact., 2022)

Unveiling Causal Attention in Dogs' Eyes with Smart Eyewear. - Yingying Zhao; Ning Li; Wentao Pan; Yujiang Wang 001; Mingzhi Dong; Sharon Xianghua Ding; Qin Lv; Robert P. Dick; Dongsheng Li 002; Fan Yang 001; Tun Lu; Ning Gu 001; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. - Jiahao Liu 009; Dongsheng Li 002; Hansu Gu; Tun Lu; Peng Zhang 060; Li Shang 001; Ning Gu 001 (SIGIR, 2023)

Personalized Graph Signal Processing for Collaborative Filtering. - Jiahao Liu 009; Dongsheng Li 002; Hansu Gu; Tun Lu; Peng Zhang 060; Li Shang 001; Ning Gu 001 (WWW, 2023)

Simulating News Recommendation Ecosystem for Fun and Profit. - Guangping Zhang; Dongsheng Li 002; Hansu Gu; Tun Lu; Li Shang 001; Ning Gu 001 (CoRR, 2023)

Recommendation Unlearning via Matrix Correction. - Jiahao Liu 009; Dongsheng Li 002; Hansu Gu; Tun Lu; Jiongran Wu; Peng Zhang 060; Li Shang 001; Ning Gu 001 (CoRR, 2023)

A Comprehensive Summarization and Evaluation of Feature Refinement Modules for CTR Prediction. - Fangye Wang; Yingxu Wang; Hansu Gu; Dongsheng Li 002; Tun Lu; Peng Zhang 060; Li Shang 001; Ning Gu 001 (CoRR, 2023)

GraphPlanner: Floorplanning with Graph Neural Network. - Yiting Liu 002; Ziyi Ju; Zhengming Li; Mingzhi Dong; Hai Zhou 001; Jia Wang 003; Fan Yang 001; Xuan Zeng 001; Li Shang 001 (ACM Trans. Design Autom. Electr. Syst., 2023)

Guest Editor's Introduction: Machine Learning for VLSI Physical Design. - Igor L. Markov; Fan Yang 001; Li Shang 001; Hai Zhou 001 (ACM Trans. Design Autom. Electr. Syst., 2023)

CASES: A Cognition-Aware Smart Eyewear System for Understanding How People Read. - Xiangyao Qi; Qi Lu; Wentao Pan; Yingying Zhao; Rui Zhu 006; Mingzhi Dong; Yuhu Chang; Qin Lv; Robert P. Dick; Fan Yang 001; Tun Lu; Ning Gu 001; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Artisan: Automated Operational Amplifier Design via Domain-specific Large Language Model. - Zihao Chen; Jiangli Huang; Yiting Liu 002; Fan Yang 001; Li Shang 001; Dian Zhou; Xuan Zeng 001 (DAC, 2024)

Efficient ILT via Multigrid-Schwartz Method. - Shuyuan Sun; Fan Yang 001; Bei Yu 001; Li Shang 001; Dian Zhou; Xuan Zeng 001 (DAC, 2024)

The Power of Graph Signal Processing for Chip Placement Acceleration. - Yiting Liu 002; Hai Zhou 001; Jia Wang 003; Fan Yang 001; Xuan Zeng 001; Li Shang 001 (ICCAD, 2024)

Physically Aware Synthesis Revisited: Guiding Technology Mapping with Primitive Logic Gate Placement. - Hongyang Pan; Cunqing Lan; Yiting Liu 002; Zhiang Wang; Li Shang 001; Xuan Zeng 001; Fan Yang 001; Keren Zhu 001 (ICCAD, 2024)

Neural Kalman Filtering for Robust Temporal Recommendation. - Jiafeng Xia; Dongsheng Li 002; Hansu Gu; Tun Lu; Peng Zhang 060; Li Shang 001; Ning Gu 001 (WSDM, 2024)

Hierarchical Graph Signal Processing for Collaborative Filtering. - Jiafeng Xia; Dongsheng Li 002; Hansu Gu; Tun Lu; Peng Zhang 060; Li Shang 001; Ning Gu 001 (WWW, 2024)

PriorMSM: An Efficient Acceleration Architecture for Multi-Scalar Multiplication. - Changxu Liu; Hao Zhou 015; Patrick Dai; Li Shang 001; Fan Yang 001 (ACM Trans. Design Autom. Electr. Syst., 2024)

Can Large Language Models Be Good Companions?: An LLM-Based Eyewear System with Conversational Common Ground. - Zhenyu Xu; Hailin Xu; Zhouyang Lu; Yingying Zhao; Rui Zhu 006; Yujiang Wang 001; Mingzhi Dong; Yuhu Chang; Qin Lv; Robert P. Dick; Fan Yang 001; Tun Lu; et al. (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Simulating News Recommendation Ecosystems for Insights and Implications. - Guangping Zhang; Dongsheng Li 002; Hansu Gu; Tun Lu; Li Shang 001; Ning Gu 001 (IEEE Trans. Comput. Soc. Syst., 2024)

A Fully Pipelined Reconfigurable Montgomery Modular Multiplier Supporting Variable Bit-Widths. - Hao Zhou 015; Changxu Liu; Lan Yang; Li Shang 001; Fan Yang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

TL-CSE: Microarchitecture-Compiler Co-design Space Exploration via Transfer Learning. - Zheng Wu; Jinyi Shen; Xuyang Zhao; Changxu Liu; Li Shang 001; Fan Yang 001 (ASP-DAC, 2025)

Unbiased Collaborative Filtering with Fair Sampling. - Jiahao Liu 009; Dongsheng Li 002; Hansu Gu; Peng Zhang 060; Tun Lu; Li Shang 001; Ning Gu 001 (SIGIR, 2025)

AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations. - Jiahao Liu 009; Shengkang Gu; Dongsheng Li 002; Guangping Zhang; Mingzhe Han; Hansu Gu; Peng Zhang 060; Tun Lu; Li Shang 001; Ning Gu 001 (SIGIR, 2025)

Improving LLM-powered Recommendations with Personalized Information. - Jiahao Liu 009; Xueshuo Yan; Dongsheng Li 002; Guangping Zhang; Hansu Gu; Peng Zhang 060; Tun Lu; Li Shang 001; Ning Gu 001 (SIGIR, 2025)

Oracle-guided Dynamic User Preference Modeling for Sequential Recommendation. - Jiafeng Xia; Dongsheng Li 002; Hansu Gu; Tun Lu; Peng Zhang 060; Li Shang 001; Ning Gu 001 (WSDM, 2025)

Frequency-aware Graph Signal Processing for Collaborative Filtering. - Jiafeng Xia; Dongsheng Li 002; Hansu Gu; Tun Lu; Peng Zhang 060; Li Shang 001; Ning Gu 001 (WWW (Companion Volume), 2025)

Mitigating Popularity Bias in Collaborative Filtering through Fair Sampling. - Jiahao Liu 009; Dongsheng Li 002; Hansu Gu; Peng Zhang 060; Tun Lu; Li Shang 001; Ning Gu 001 (CoRR, 2025)

Enhancing Cross-Domain Recommendations with Memory-Optimized LLM-Based User Agents. - Jiahao Liu 009; Shengkang Gu; Dongsheng Li 002; Guangping Zhang; Mingzhe Han; Hansu Gu; Peng Zhang 060; Tun Lu; Li Shang 001; Ning Gu 001 (CoRR, 2025)

Enhancing LLM-Based Recommendations Through Personalized Reasoning. - Jiahao Liu 009; Xueshuo Yan; Dongsheng Li 002; Guangping Zhang; Hansu Gu; Peng Zhang 060; Tun Lu; Li Shang 001; Ning Gu 001 (CoRR, 2025)

ReZK: A Highly Reconfigurable Accelerator for Zero-Knowledge Proof. - Hao Zhou 015; Changxu Liu; Lan Yang; Li Shang 001; Fan Yang 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

LLM-Based User Simulation for Low-Knowledge Shilling Attacks on Recommender Systems. - Shengkang Gu; Jiahao Liu 009; Dongsheng Li 002; Guangping Zhang; Mingzhe Han; Hansu Gu; Peng Zhang 060; Ning Gu 001; Li Shang 001; Tun Lu (CoRR, 2025)

Bidirectional Knowledge Distillation for Enhancing Sequential Recommendation with Large Language Models. - Jiongran Wu; Jiahao Liu 009; Dongsheng Li 002; Guangping Zhang; Mingzhe Han; Hansu Gu; Peng Zhang 060; Li Shang 001; Tun Lu; Ning Gu 001 (CoRR, 2025)

ActiveEye: Enabling Continuous and Responsive Video Understanding for Smart Eyewear Systems. - Zhenyu Xu; Tianlin Lu; Yingying Zhao; Yujiang Wang 001; Mingzhi Dong; Yuhu Chang; Qin Lv; Robert P. Dick; Fan Yang 001; Tun Lu; Ning Gu 001; Li Shang 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

LLM Agent-based Shilling Attack on Recommender Systems. - Shengkang Gu; Jiahao Liu 009; Dongsheng Li 002; Guangping Zhang; Mingzhe Han; Hansu Gu; Peng Zhang 060; Ning Gu 001; Li Shang 001; Tun Lu (WSDM, 2026)

RECOSIM: A Universal, Accurate, and Scalable Simulation Framework for Online Community Recommendations. - Guangping Zhang; Dongsheng Li 002; Hansu Gu; Peng Zhang 060; Tun Lu; Li Shang 001; Ning Gu 001 (ACM Trans. Inf. Syst., 2026)

ChatArch: A Knowledge-driven Graph-of-thought LLM Framework for Processor Architecture Optimization. - Zheng Wu; Zhuochu Yang; Zhuoyuan Yang; Zihao Chen; Li Shang 001; Fan Yang 001 (ACM Trans. Design Autom. Electr. Syst., 2026)