Wear-Aware Algorithms for PCM-Based Database Buffer Pools. - Yi Ou; Lei Chen 031; Jianliang Xu; Theo Härder (WAIM Workshops, 2014)

Answering why-not questions on spatial keyword top-k queries. - Lei Chen 031; Xin Lin 001; Haibo Hu 001; Christian S. Jensen; Jianliang Xu (ICDE, 2015)

Answering why-not spatial keyword top-k queries via keyword adaption. - Lei Chen 031; Jianliang Xu; Xin Lin 001; Christian S. Jensen; Haibo Hu 001 (ICDE, 2016)

YASK: A Why-Not Question Answering Engine for Spatial Keyword Query Services. - Lei Chen 031; Jianliang Xu; Christian S. Jensen; Yafei Li (Proc. VLDB Endow., 2016)

Towards Social-Aware Ridesharing Group Query Services. - Yafei Li; Rui Chen 012; Lei Chen 031; Jianliang Xu (IEEE Trans. Serv. Comput., 2017)

Towards Why-Not Spatial Keyword Top-k Queries: A Direction-Aware Approach. - Lei Chen 031; Yafei Li; Jianliang Xu; Christian S. Jensen (IEEE Trans. Knowl. Data Eng., 2018)

A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industry. - Lei Chen 031; Xialiang Tong; Mingxuan Yuan; Jia Zeng; Lei Chen 002 (KDD, 2019)

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. - Qiquan Shi; Jiaming Yin; Jiajun Cai; Andrzej Cichocki; Tatsuya Yokota; Lei Chen 031; Mingxuan Yuan; Jia Zeng (AAAI, 2020)

Block Access Pattern Discovery via Compressed Full Tensor Transformer. - Xing Li; Qiquan Shi; Gang Hu; Lei Chen 031; Hui Mao; Yiyuan Yang; Mingxuan Yuan; Jia Zeng; Zhuo Cheng (CIKM, 2021)

Learning-Aided Heuristics Design for Storage System. - Yingtian Tang; Han Lu; Xijun Li; Lei Chen 031; Mingxuan Yuan; Jia Zeng (SIGMOD Conference, 2021)

HIMap: a heuristic and iterative logic synthesis approach. - Xing Li; Lei Chen 031; Fan Yang; Mingxuan Yuan; Hongli Yan; Yupeng Wan (DAC, 2022)

Accurate Probabilistic Miss Ratio Curve Approximation for Adaptive Cache Allocation in Block Storage Systems. - Rongshang Li; Yingtian Tang; Qiquan Shi; Hui Mao; Lei Chen 031; Jikun Jin; Peng Lu; Zhuo Cheng (DATE, 2022)

A Data-Driven Column Generation Algorithm For Bin Packing Problem in Manufacturing Industry. - Jiahui Duan; Xialiang Tong; Fei Ni 001; Zhenan He 001; Lei Chen 031; Mingxuan Yuan (CoRR, 2022)

Lightweight Structural Choices Operator for Technology Mapping. - Antoine Grosnit; Matthieu Zimmer; Rasul Tutunov; Xing Li; Lei Chen 031; Fan Yang; Mingxuan Yuan; Haitham Bou-Ammar (DAC, 2023)

CPP: A Multi-Level Circuit Partitioning Predictor for Hardware Verification Systems. - Xinshi Zang; Lei Chen 031; Xing Li; Wilson W. K. Thong; Weihua Sheng; Evangeline F. Y. Young; Martin D. F. Wong (ACM Great Lakes Symposium on VLSI, 2023)

EasyMap: Improving Technology Mapping via Exploration-Enhanced Heuristics and Adaptive Sequencing. - Peiyu Wang; Anqi Lu; Xing Li; Junjie Ye; Lei Chen 031; Mingxuan Yuan; Jianye Hao; Junchi Yan (ICCAD, 2023)

AiMap: Learning to Improve Technology Mapping for ASICs via Delay Prediction. - Junfeng Liu; Liwei Ni; Xingquan Li; Min Zhou 006; Lei Chen 031; Xing Li; Qinghua Zhao; Shuai Ma 001 (ICCD, 2023)

Rethinking and Benchmarking Predict-then-Optimize Paradigm for Combinatorial Optimization Problems. - Haoyu Geng; Hang Ruan; Runzhong Wang; Yang Li 197; Yang Wang; Lei Chen 031; Junchi Yan (CoRR, 2023)

FineMap: A Fine-grained GPU-parallel LUT Mapping Engine. - Tianji Liu; Lei Chen 031; Xing Li; Mingxuan Yuan; Evangeline F. Y. Young (ASPDAC, 2024)

RTLRewriter: Methodologies for Large Models aided RTL Code Optimization. - Xufeng Yao; Yiwen Wang; Xing Li; Yingzhao Lian; Ran Chen 001; Lei Chen 031; Mingxuan Yuan; Hong Xu 001; Bei Yu 001 (ICCAD, 2024)

A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design. - Zhihai Wang; Lei Chen 031; Jie Wang 005; Yinqi Bai; Xing Li; Xijun Li; Mingxuan Yuan; Jianye Hao; Yongdong Zhang 001; Feng Wu 001 (ICML, 2024)

Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime. - Haoyu Geng; Hang Ruan; Runzhong Wang; Yang Li 197; Yang Wang; Lei Chen 031; Junchi Yan (NeurIPS, 2024)

Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework. - Zhihai Wang; Jie Wang 005; Qingyue Yang; Yinqi Bai; Xing Li; Lei Chen 031; Jianye Hao; Mingxuan Yuan; Bin Li 025; Yongdong Zhang 001; Feng Wu 001 (NeurIPS, 2024)

SmoothGNN: Smoothing-based GNN for Unsupervised Node Anomaly Detection. - Xiangyu Dong 002; Xingyi Zhang 003; Yanni Sun; Lei Chen 031; Mingxuan Yuan; Sibo Wang 001 (CoRR, 2024)

ShortCircuit: AlphaZero-Driven Circuit Design. - Dimitrios Tsaras; Antoine Grosnit; Lei Chen 031; Zhiyao Xie; Haitham Bou-Ammar; Mingxuan Yuan (CoRR, 2024)

Logic Synthesis Optimization with Predictive Self-Supervision via Causal Transformers. - Raika Karimi; Faezeh Faez; Yingxue Zhang 001; Xing Li; Lei Chen 031; Mingxuan Yuan; Mahdi Biparva (CoRR, 2024)

SeaDAG: Semi-autoregressive Diffusion for Conditional Directed Acyclic Graph Generation. - Xinyi Zhou 010; Xing Li; Yingzhao Lian; Yiwen Wang; Lei Chen 031; Mingxuan Yuan; Jianye Hao; Guangyong Chen; Pheng-Ann Heng (CoRR, 2024)

MTLSO: A Multi-Task Learning Approach for Logic Synthesis Optimization. - Faezeh Faez; Raika Karimi; Yingxue Zhang 001; Xing Li; Lei Chen 031; Mingxuan Yuan; Mahdi Biparva (ASP-DAC, 2025)

Circuit Synthesis based on Hierarchical Conditional Diffusion. - Xinyi Zhou 010; Xing Li; Yingzhao Lian; Yiwen Wang; Lei Chen 031; Mingxuan Yuan; Jianye Hao; Guangyong Chen; Pheng-Ann Heng (ACM Great Lakes Symposium on VLSI, 2025)

SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels. - Xiangyu Dong 002; Xingyi Zhang 003; Lei Chen 031; Mingxuan Yuan; Sibo Wang 001 (ICLR, 2025)

A Graph Enhanced Symbolic Discovery Framework For Efficient Logic Optimization. - Yinqi Bai; Jie Wang 005; Lei Chen 031; Zhihai Wang; Yufei Kuang; Mingxuan Yuan; Jianye Hao; Feng Wu 001 (ICLR, 2025)

Computing Circuits Optimization via Model-Based Circuit Genetic Evolution. - Zhihai Wang; Jie Wang 005; Xilin Xia; Dongsheng Zuo; Lei Chen 031; Yuzhe Ma; Jianye Hao; Mingxuan Yuan; Feng Wu 001 (ICLR, 2025)

SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection. - Xiangyu Dong 002; Xingyi Zhang 003; Yanni Sun; Lei Chen 031; Mingxuan Yuan; Sibo Wang 001 (WWW, 2025)

A Unified Parallel Framework for LUT Mapping and Logic Optimization. - Tianji Liu; Yang Sun; Lei Chen 031; Xing Li; Mingxuan Yuan; Evangeline F. Y. Young (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

AttentionPredictor: Temporal Pattern Matters for Efficient LLM Inference. - Qingyue Yang; Jie Wang 005; Xing Li; Zhihai Wang; Chen Chen 077; Lei Chen 031; Xianzhi Yu; Wulong Liu; Jianye Hao; Mingxuan Yuan; Bin Li 025 (CoRR, 2025)

ParSGCN: Bridging the Gap Between Emulation Partitioning and Scheduling. - Ziyi Wang 010; Wenqian Zhao; Yuan Pu 001; Lei Chen 031; Wilson W. K. Thong; Weihua Sheng; Tsung-Yi Ho; Bei Yu 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

A Delay-Driven Iterative Technology Mapping Framework. - Junfeng Liu; Liwei Ni; Lei Chen 031; Xing Li; Qinghua Zhao; Xingquan Li; Shuai Ma 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)