| 2026 | DATE | Graph-SRAM: Efficient Graph Learning-based SRAM Simulation via Waveform Propagation. | Beisi Lu, Lihao Liu, Li Shang, Fan Yang |
| 2026 | ISCAS | Slack-Guided Arbitration for Network-on-Chip Congestion Mitigation in Boolean Processor Array Emulation. | Muhan Li, Ruiyao Pu, Li Shang, Fan Yang |
| 2026 | WSDM | LLM Agent-based Shilling Attack on Recommender Systems. | Shengkang Gu, Jiahao Liu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Ning Gu, Li Shang, Tun Lu |
| 2025 | ASPDAC | TL-CSE: Microarchitecture-Compiler Co-design Space Exploration via Transfer Learning. | Zheng Wu, Jinyi Shen, Xuyang Zhao, Changxu Liu, Li Shang, Fan Yang |
| 2025 | DAC | GTN-Path: Efficient Path Timing Prediction through Waveform Propagation with Graph Transformer. | Lihao Liu, Beisi Lu, Yunhui Li, Li Shang, Fan Yang |
| 2025 | DATE | GTN-Cell: Efficient Standard Cell Characterization Using Graph Transformer Network. | Lihao Liu, Yunhui Li, Beisi Lu, Li Shang, Fan Yang |
| 2025 | DATE | INTO-OA: Interpretable Topology Optimization for Operational Amplifiers. | Jinyi Shen, Fan Yang, Li Shang, Zhaori Bi, Changhao Yan, Dian Zhou, Xuan Zeng |
| 2025 | ICML | Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference. | Jixian Zhou, Fang Dong, Ruijun Huang, Hengjie Cao, Mengyi Chen, Yifeng Yang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, David A. Clifton, Qin Lv, Rui Zhu, Chun Zhang, Fan Yang, Tun Lu, Ning Gu, Li Shang |
| 2025 | WWW | Frequency-aware Graph Signal Processing for Collaborative Filtering. | Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu |
| 2025 | SIGIR | Unbiased Collaborative Filtering with Fair Sampling. | Jiahao Liu, Dongsheng Li, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu |
| 2025 | SIGIR | AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations. | Jiahao Liu, Shengkang Gu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu |
| 2025 | SIGIR | Improving LLM-powered Recommendations with Personalized Information. | Jiahao Liu, Xueshuo Yan, Dongsheng Li, Guangping Zhang, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu |
| 2025 | WSDM | Oracle-guided Dynamic User Preference Modeling for Sequential Recommendation. | Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu |
| 2024 | ASPDAC | MACRO: Multi-agent Reinforcement Learning-based Cross-layer Optimization of Operational Amplifier. | Zihao Chen, Songlei Meng, Fan Yang, Li Shang, Xuan Zeng |
| 2024 | DAC | Artisan: Automated Operational Amplifier Design via Domain-specific Large Language Model. | Zihao Chen, Jiangli Huang, Yiting Liu, Fan Yang, Li Shang, Dian Zhou, Xuan Zeng |
| 2024 | DAC | Efficient ILT via Multigrid-Schwartz Method. | Shuyuan Sun, Fan Yang, Bei Yu, Li Shang, Dian Zhou, Xuan Zeng |
| 2024 | DATE | SenseDSE: Sensitivity-Based Performance Evaluation for Design Space Exploration of Microarchitecture. | Zheng Wu, Xiaoling Yi, Li Shang, Fan Yang |
| 2024 | ICCAD | The Power of Graph Signal Processing for Chip Placement Acceleration. | Yiting Liu, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang |
| 2024 | ICCAD | Physically Aware Synthesis Revisited: Guiding Technology Mapping with Primitive Logic Gate Placement. | Hongyang Pan, Cunqing Lan, Yiting Liu, Zhiang Wang, Li Shang, Xuan Zeng, Fan Yang, Keren Zhu |
| 2024 | WWW | Hierarchical Graph Signal Processing for Collaborative Filtering. | Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu |
| 2024 | WSDM | Neural Kalman Filtering for Robust Temporal Recommendation. | Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu |
| 2023 | DAC | Efficient ILT via Multi-level Lithography Simulation. | Shuyuan Sun, Fan Yang, Bei Yu, Li Shang, Xuan Zeng |
| 2023 | DAC | Graph Representation Learning for Microarchitecture Design Space Exploration. | Xiaoling Yi, Jialin Lu, Xiankui Xiong, Dong Xu, Li Shang, Fan Yang |
| 2023 | DAC | cVTS: A Constrained Voronoi Tree Search Method for High Dimensional Analog Circuit Synthesis. | Aidong Zhao, Xianan Wang, Zixiao Lin, Zhaori Bi, Xudong Li, Changhao Yan, Fan Yang, Li Shang, Dian Zhou, Xuan Zeng |
| 2023 | DATE | Automated and Agile Design of Layout Hotspot Detector via Neural Architecture Search. | Zihao Chen, Fan Yang, Li Shang, Xuan Zeng |
| 2023 | ICCAD | Sphinx: A Hybrid Boolean Processor-FPGA Hardware Emulation System. | Ruiyao Pu, Yiwei Sun, Pei-Hsin Ho, Fan Yang, Li Shang, Xuan Zeng |
| 2023 | ICLR | Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition. | Yixuan Chen, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Ning Gu, Li Shang |
| 2023 | WWW | Personalized Graph Signal Processing for Collaborative Filtering. | Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu |
| 2023 | SIGIR | Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. | Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu |
| 2022 | DAC | Floorplanning with graph attention. | Yiting Liu, Ziyi Ju, Zhengming Li, Mingzhi Dong, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang |
| 2022 | DATE | Topology Optimization of Operational Amplifier in Continuous Space via Graph Embedding. | Jialin Lu, Liangbo Lei, Fan Yang, Li Shang, Xuan Zeng |
| 2022 | ICLR | Recursive Disentanglement Network. | Yixuan Chen, Yubin Shi, Dongsheng Li, Yujiang Wang, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang |
| 2022 | WWW | Cross-modal Ambiguity Learning for Multimodal Fake News Detection. | Yixuan Chen, Dongsheng Li, Peng Zhang, Jie Sui, Qin Lv, Tun Lu, Li Shang |
| 2019 | APNOMS | Network Security Situation Prediction Based on Long Short-Term Memory Network. | Li Shang, Wei Zhao, Jiaju Zhang, Qiang Fu, Qian Zhao, Yang Yang |
| 2018 | INDIN | An Algorithmic Method for Tampering-Proof and Privacy-Preserving Smart Metering. | Dongsheng Li, Yingying Zhao, Yawen Zhang, Qin Lv, Li Shang |
| 2018 | INDIN | Deriving Customer Privacy from Randomly Perturbed Smart Metering Data. | Yingying Zhao, Dongsheng Li, Qi Liu, Qin Lv, Li Shang |
| 2018 | WWW | AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering. | Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu |
| 2017 | AAAI | GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering. | Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu |
| 2017 | AAAI | ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems. | Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha |
| 2017 | INDIN | Hierarchical context-aware anomaly diagnosis in large-scale PV systems using SCADA data. | Qi Liu, Yingying Zhao, Yawen Zhang, Dahai Kang, Qin Lv, Li Shang |
| 2017 | IGARSS | Data quality screening for high-resolution satellite imagery via spectral clustering. | Qi Liu, Yawen Zhang, Qin Lv, Li Shang |
| 2016 | ICML | Low-Rank Matrix Approximation with Stability. | Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu |
| 2016 | IJCAI | MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. | Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang |
| 2016 | IJCNN | Visual data completion via local sensitive low rank tensor learning. | Qing-Yi Liu, Lin Zhu, De-Shuang Huang, Gang Wang, Xiao-Ping (Steven) Zhang, Li Shang, Zhi-Kai Huang |
| 2015 | ASPDAC | Data sensing and analysis: Challenges for wearables. | James Williamson, Qi Liu, Fenglong Lu, Wyatt Mohrman, Kun Li, Robert P. Dick, Li Shang |
| 2015 | SIGIR | WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation. | Chao Chen, Dongsheng Li, Yingying Zhao, Qin Lv, Li Shang |
| 2013 | AAAI | A Maximum K-Min Approach for Classification. | Mingzhi Dong, Liang Yin, Weihong Deng, Li Shang, Jun Guo, Honggang Zhang |
| 2013 | DCOSS | A Hybrid Sensor System for Indoor Air Quality Monitoring. | Xiang Yun, Ricardo Piedrahita, Robert P. Dick, Michael Hannigan, Qin Lv, Li Shang |
| 2012 | ICPR | A Linear Max K-min classifier. | Mingzhi Dong, Liang Yin, Weihong Deng, Qiang Wang, Caixia Yuan, Jun Guo, Li Shang, Liwei Ma |
| 2012 | ISNN | Nature Image Feature Extraction Using Several Sparse Variants of Non-negative Matrix Factorization Algorithm. | Li Shang, Yan Zhou, Jie Chen, Wenjun Huai |
| 2011 | ASPDAC | Parallel cross-layer optimization of high-level synthesis and physical design. | James Williamson, Yinghai Lu, Li Shang, Hai Zhou, Xuan Zeng |
| 2011 | CIKM | YANA: an efficient privacy-preserving recommender system for online social communities. | Dongsheng Li, Qin Lv, Li Shang, Ning Gu |
| 2011 | DAC | Device modeling and system simulation of nanophotonic on-chip networks for reliability, power and performance. | Zheng Li, Moustafa Mohamed, Xi Chen, Alan Rolf Mickelson, Li Shang |
| 2010 | DATE | Reliability- and process variation-aware placement for FPGAs. | Assem A. M. Bsoul, Naraig Manjikian, Li Shang |
| 2010 | DATE | Properties of and improvements to time-domain dynamic thermal analysis algorithms. | Xi Chen, Robert P. Dick, Li Shang |
| 2010 | ISLPED | Large-scale battery system modeling and analysis for emerging electric-drive vehicles. | Kun Li, Jie Wu, Yifei Jiang, Zyad Hassan, Qin Lv, Li Shang, Dragan Maksimovic |
| 2010 | ISLPED | Power-efficient variation-aware photonic on-chip network management. | Moustafa Mohamed, Zheng Li, Xi Chen, Li Shang, Alan Rolf Mickelson, Manish Vachharajani, Yihe Sun |
| 2010 | ISLPED | Hybrid energy storage system integration for vehicles. | Jia Wang, Kun Li, Qin Lv, Hai Zhou, Li Shang |
| 2010 | ISNN | Palmprint Recognition Using 2D-Gabor Wavelet Based Sparse Coding and RBPNN Classifier. | Li Shang, Wenjun Huai, Guiping Dai, Jie Chen, Ji-Xiang Du |
| 2009 | CASES | A platform for developing adaptable multicore applications. | Dan Fay, Li Shang, Dirk Grunwald |
| 2009 | DAC | Spectrum: a hybrid nanophotonic-electric on-chip network. | Zheng Li, Dan Fay, Alan Rolf Mickelson, Li Shang, Manish Vachharajani, Dejan Filipovic, Wounjhang Park, Yihe Sun |
| 2009 | DAC | Statistical reliability analysis under process variation and aging effects. | Yinghai Lu, Li Shang, Hai Zhou, Hengliang Zhu, Fan Yang, Xuan Zeng |
| 2009 | DAC | Multicore parallel min-cost flow algorithm for CAD applications. | Yinghai Lu, Hai Zhou, Li Shang, Xuan Zeng |
| 2009 | DAC | Process variation characterization of chip-level multiprocessors. | Lide Zhang, Lan S. Bai, Robert P. Dick, Li Shang, Russ Joseph |
| 2009 | DATE | Latency criticality aware on-chip communication. | Zheng Li, Jie Wu, Li Shang, Robert P. Dick, Yihe Sun |
| 2009 | ISLPED | A high-performance low-power nanophotonic on-chip network. | Zheng Li, Jie Wu, Li Shang, Alan Rolf Mickelson, Manish Vachharajani, Dejan Filipovic, Wounjhang Park, Yihe Sun |
| 2009 | Mobisys | iScope: personalized multi-modality image search for mobile devices. | Changyun Zhu, Kun Li, Qin Lv, Li Shang, Robert P. Dick |
| 2008 | DATE | Adaptive Simulation for Single-Electron Devices. | Nicholas Allec, Robert G. Knobel, Li Shang |
| 2008 | DCC | Design and Implementation of a High-Performance Microprocessor Cache Compression Algorithm. | Xi Chen, Lei Yang, Haris Lekatsas, Robert P. Dick, Li Shang |
| 2008 | ICCAD | ThermalScope: multi-scale thermal analysis for nanometer-scale integrated circuits. | Nicholas Allec, Zyad Hassan, Li Shang, Robert P. Dick, Ronggui Yang |
| 2008 | ICCAD | Temperature-aware test scheduling for multiprocessor systems-on-chip. | David R. Bild, Sanchit Misra, Thidapat Chantem, Prabhat Kumar, Robert P. Dick, Xiaobo Sharon Hu, Li Shang, Alok N. Choudhary |
| 2008 | ISNN | Denoising Natural Images Using Sparse Coding Algorithm Based on the Kurtosis Measurement. | Li Shang, Feng-Wen Cao, Jie Chen |
| 2008 | ISNN | A New Denoising Approach for Sound Signals Based on Non-negative Sparse Coding of Power Spectra. | Li Shang, Feng-Wen Cao, Jinfeng Zhang |
| 2007 | DAC | NanoMap: An Integrated Design Optimization Flow for a Hybrid Nanotube/CMOS Dynamically Reconfigurable Architecture. | Wei Zhang, Li Shang, Niraj K. Jha |
| 2007 | DAC | Towards An Ultra-Low-Power Architecture Using Single-Electron Tunneling Transistors. | Changyun Zhu, Zhenyu (Peter) Gu, Li Shang, Robert P. Dick, Robert G. Knobel |
| 2007 | DATE | Accurate temperature-dependent integrated circuit leakage power estimation is easy. | Yongpan Liu, Robert P. Dick, Li Shang, Huazhong Yang |
| 2007 | ICCAD | 3D-STAF: scalable temperature and leakage aware floorplanning for three-dimensional integrated circuits. | Pingqiang Zhou, Yuchun Ma, Zhuoyuan Li, Robert P. Dick, Li Shang, Hai Zhou, Xianlong Hong, Qiang Zhou |
| 2007 | ISNN | Palmprint Recognition Using a Novel Sparse Coding Technique. | Li Shang, Feng-Wen Cao, Zhiqiang Zhao, Jie Chen, Yu Zhang |
| 2006 | ASPDAC | TAPHS: thermal-aware unified physical-level and high-level synthesis. | Zhenyu (Peter) Gu, Yonghong Yang, Jia Wang, Robert P. Dick, Li Shang |
| 2006 | DAC | HybDTM: a coordinated hardware-software approach for dynamic thermal management. | Amit Kumar, Li Shang, Li-Shiuan Peh, Niraj K. Jha |
| 2006 | DAC | NATURE: a hybrid nanotube/CMOS dynamically reconfigurable architecture. | Wei Zhang, Niraj K. Jha, Li Shang |
| 2006 | DATE | Adaptive chip-package thermal analysis for synthesis and design. | Yonghong Yang, Zhenyu (Peter) Gu, Changyun Zhu, Li Shang, Robert P. Dick |
| 2006 | ICCAD | Adaptive multi-domain thermal modeling and analysis for integrated circuit synthesis and design. | Yonghong Yang, Changyun Zhu, Zhenyu (Peter) Gu, Li Shang, Robert P. Dick |
| 2006 | ISNN | Palmprint Recognition Using ICA Based on Winner-Take-All Network and Radial Basis Probabilistic Neural Network. | Li Shang, De-Shuang Huang, Ji-Xiang Du, Zhi-Kai Huang |
| 2006 | MICRO | In-Network Cache Coherence. | Noel Eisley, Li-Shiuan Peh, Li Shang |
| 2005 | CVPR | Image Denoising Using Non-Negative Sparse Coding Shrinkage Algorithm. | Li Shang, Deshuang Huang |
| 2005 | IJCNN | Natural image compression using an extended non-negative sparse coding neural network technique. | Li Shang, Deshuang Huang, Chunhou Zheng, Zhanli Sun |
| 2005 | IJCNN | Blind inversion of Wiener system for single source using nonlinear blind source separation. | Zhan-Li Sun, De-Shuang Huang, Chun-Hou Zheng, Li Shang |
| 2005 | ISNN | Image Feature Extraction Based on an Extended Non-negative Sparse Coding Neural Network Model. | Li Shang, Deshuang Huang, Chunhou Zheng, Zhan-Li Sun |
| 2005 | ISNN | Post-nonlinear Blind Source Separation Using Neural Networks with Sandwiched Structure. | Chunhou Zheng, Deshuang Huang, Zhan-Li Sun, Li Shang |
| 2004 | MICRO | Thermal Modeling, Characterization and Management of On-Chip Networks. | Li Shang, Li-Shiuan Peh, Amit Kumar, Niraj K. Jha |
| 2003 | HPCA | Dynamic Voltage Scaling with Links for Power Optimization of Interconnection Networks. | Li Shang, Li-Shiuan Peh, Niraj K. Jha |
| 2003 | ICS | PowerHerd: dynamic satisfaction of peak power constraints in interconnection networks. | Li Shang, Li-Shiuan Peh, Niraj K. Jha |
| 2002 | FPGA | Dynamic power consumption in Virtex[tm]-II FPGA family. | Li Shang, Alireza Kaviani, Kusuma Bathala |
| 2002 | VLSID | Hardware-Software Co-Synthesis of Low Power Real-Time Distributed Embedded Systems with Dynamically Reconfigurable FPGAs. | Li Shang, Niraj K. Jha |
| 2001 | ICCD | High-Level Power Modeling of CPLDs and FPGAs. | Li Shang, Niraj K. Jha |