| 2026 | ASPDAC | Scalarium: A Unified Scala-based Co-Simulation Framework for Agile Chip Development. | Yuefeng Zhang, Cheng Zhang, Wenkai Zhou, Binzhe Yuan, Junsheng Chen, Xiangyu Zhang, Hao Geng, Xin Lou |
| 2026 | ASPDAC | LiveHPS-Lite: A Lightweight LiDAR-based Motion Capture System for Edge Applications. | Yiren Zhu, Junsheng Zhou, Yiming Ren, Hanshu Hezi, Yuexin Ma, Xin Lou |
| 2026 | DATE | A High-Performance Neural Rendering Accelerator Based on Novel Multi-Level Ray Scheduling and Dual-Process Backend. | Wenkai Zhou, Yuefeng Zhang, Cheng Zhang, Binzhe Yuan, Junsheng Chen, Luntian Zhang, Xiangyu Zhang, Pingqiang Zhou, Jingyi Yu, Xin Lou |
| 2026 | ISCAS | TurboRANSAC: A Fully GPU-Accelerated RANSAC Framework for Robust Estimation. | Yifan Chen, Feiyang Xin, Zhen Yao, Shuhan Wu, Xin Lou |
| 2026 | ISCAS | SCAR: A Neural Rendering Accelerator with Sparse-aware Sampling and Conflict-Free Encoding. | Yunxiang He, Chaofan Li, Yongzhi Zhang, Qihan Ding, Quanyu Chen, Xin Lou |
| 2026 | ISCAS | ZeroBlade: A Spatial Similarity-aware HiSparse MLP Engine for Neural Volume Rendering. | Antong Li, Haochuan Wan, Xiangyu Zhang, Xin Lou |
| 2026 | ISCAS | An Efficient Low-Light Object Detection Framework based on Task-Driven Distillation. | Haoyan Li, Wei Zhou, Kangjie Long, Cong Pang, Xiangyu Zhang, Xin Lou |
| 2026 | ISCAS | SCOPE-3D: An Energy Efficient Accelerator for Implicit Neural Representation-based Sparse-view Computed Tomography Reconstruction. | Haochuan Wan, Haoyan Li, Xin Li, Qing Wu, Yuhan Gu, Wenyan Su, Yuyao Zhang, Xin Lou |
| 2026 | ISCAS | WaveMamba: A Vision Backbone Synergizing Feature Extraction and Downsampling. | Haitian Yang, Xiangyu Zhang, Yuanmei Zhang, Xin Lou, Wei Zhou |
| 2026 | ISCAS | AlignLite: A Lightweight Framework for Weakly Aligned Multimodal Object Detection. | Haitian Yang, Xiangyu Zhang, Yuanmei Zhang, Xin Lou, Wei Zhou |
| 2026 | ISCAS | Unity-EDR: A Hybrid Neural-Mesh Rendering System for Efficient Visual Synthesis. | Zeyu Zheng, Chaolin Rao, Xiangyu Zhang, Lihua Lu, Xiaohui Zhang, Hui Wei, Xin Lou |
| 2026 | SIGGRAPH | SHARP-GS: Scalable High-fidelity Accelerated Rendering Pipeline for Ultra-high Resolution 3D Gaussian Splatting. | Junran Ding, Weihang Liu, Yuke Li, Yizhou Wang, Antong Li, Qihan Ding, Xin Lou, Jingyi Yu |
| 2026 | SAC | Pace: Physics-Aware Attentive Temporal Convolutional Network for Battery Health Estimation. | Sara Sameer, Wei Zhang, Dhivya Dharshini Kannan, Xin Lou, Yulin Gao, Terence Goh, Qingyu Yan |
| 2026 | SAC | LLM-Upgraded Graph Reinforcement Learning for Carbon-Aware Job Shop Scheduling in Smart Manufacturing. | Zhiying Yang, Fang Liu, Wei Zhang, Xin Lou, Malcolm Yoke Hean Low, Boon Ping Gan |
| 2025 | ISCAS | Efficient Floating-Point Divider based on Hybrid Cubic-Quadratic Goldschmidt Algorithm. | Liangtao Dai, Haocheng Zhu, Yuan Wang, Xin Lou |
| 2025 | VTC | GiNet: Integrating Sequential and Context-Aware Learning for Battery Capacity Prediction. | Sara Sameer, Wei Zhang, Xin Lou, Qingyu Yan, Terence Goh, Yulin Gao |
| 2025 | SiggraphA | CityGo: Lightweight Urban Modeling and Rendering with Proxy Buildings and Residual Gaussians. | Weihang Liu, Yuhui Zhong, Yuke Li, Xi Chen, Jiadi Cui, Honglong Zhang, Lan Xu, Xin Lou, Yujiao Shi, Jingyi Yu, Yingliang Zhang |
| 2024 | DAC | ZeroTetris: A Spacial Feature Similarity-based Sparse MLP Engine for Neural Volume Rendering. | Haochuan Wan, Linjie Ma, Antong Li, Pingqiang Zhou, Jingyi Yu, Xin Lou |
| 2024 | ECCV | Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization. | Weihang Liu, Xue Xian Zheng, Jingyi Yu, Xin Lou |
| 2024 | ISCAS | A Multi-scale Block PatchMatch-based Unified Algorithm for Efficient 6-D Vision Processing. | Hongyu Wang, Xiangyu Zhang, Xin Lou |
| 2024 | ISCAS | Density Estimation-based Effective Sampling Strategy for Neural Rendering. | Yunxiang He, Xin Lou |
| 2024 | ISCAS | Feature Map Guided Adapter Network for Object Detection in Low-light Conditions. | Cong Pang, Wei Zhou, Haoyan Li, Xiangyu Zhang, Xin Lou |
| 2024 | ISCAS | An Efficient Hardware Volume Renderer for Convolutional Neural Radiance Fields. | Xuexin Wang, Yunxiang He, Xiangyu Zhang, Pingqiang Zhou, Xin Lou |
| 2024 | Mobisys | Invisible Optical Adversarial Stripes on Traffic Sign against Autonomous Vehicles. | Dongfang Guo, Yuting Wu, Yimin Dai, Pengfei Zhou, Xin Lou, Rui Tan |
| 2024 | SENSYS | Demo: Invisible Adversarial Stripes against Traffic Sign Recognition in Autonomous Driving. | Dongfang Guo, Yuting Wu, Yimin Dai, Pengfei Zhou, Xin Lou, Rui Tan |
| 2023 | CGI | Photorealistic Aquatic Plants Rendering with Cellular Structure. | Jianping Su, Ning Xie, Xin Lou |
| 2023 | DSN | Susceptibility of Autonomous Driving Agents to Learning-Based Action-Space Attacks. | Yuting Wu, Xin Lou, Pengfei Zhou, Rui Tan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer |
| 2023 | ISCAS | An Efficient Frequency Domain Vision Pipeline From RAW Images to Backend Tasks. | Haoyan Li, Wei Zhou, Xiangyu Zhang, Xin Lou |
| 2022 | ECCV | Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report. | Andrey Ignatov, Radu Timofte, Shuai Liu, Chaoyu Feng, Furui Bai, Xiaotao Wang, Lei Lei, Ziyao Yi, Yan Xiang, Zibin Liu, Shaoqing Li, Keming Shi, Dehui Kong, Ke Xu, Minsu Kwon, Yaqi Wu, Jiesi Zheng, Zhihao Fan, Xun Wu, Feng Zhang, Albert No, Minhyeok Cho, Zewen Chen, Xiaze Zhang, Ran Li, Juan Wang, Zhiming Wang, Marcos V. Conde, Ui-Jin Choi, Georgy Perevozchikov, Egor I. Ershov, Zheng Hui, Mengchuan Dong, Xin Lou, Wei Zhou, Cong Pang, Haina Qin, Mingxuan Cai |
| 2022 | ESORICS | Adversarial Attacks and Mitigations on Scene Segmentation of Autonomous Vehicles. | Yuqing Zhu, Sridhar Adepu, Kushagra Dixit, Ying Yang, Xin Lou |
| 2022 | ICASSP | A Slide-Save Based Framework for Multi-Source DOA Extraction with Closely Spaced Sources. | Jianhua Geng, Sifan Wang, Xin Lou |
| 2022 | ISCAS | An End-to-end Computer Vision System Architecture. | Ling Zhang, Wei Zhou, Xiangyu Zhang, Xin Lou |
| 2021 | Interspeech | Reliable Intensity Vector Selection for Multi-Source Direction-of-Arrival Estimation Using a Single Acoustic Vector Sensor. | Jianhua Geng, Sifan Wang, Juan Li, Jingwei Li, Xin Lou |
| 2021 | ISCAS | Multi-Scale Slanted O(1) Stereo Matching Algorithm. | Hongyu Wang, Shengyu Gao, Teng Wang, Yang Wang, Xin Lou |
| 2019 | EWSN | Differentially Private Collaborative Learning for the IoT Edge. | Linshan Jiang, Xin Lou, Rui Tan, Jun Zhao |
| 2019 | IJCAI | Zero-shot Learning with Many Classes by High-rank Deep Embedding Networks. | Yuchen Guo, Guiguang Ding, Jungong Han, Hang Shao, Xin Lou, Qionghai Dai |
| 2019 | ISCAS | Sparse FIR Filter Design Based on Cascaded Compensation Structure. | Wangqian Chen, Mo Huang, Xin Lou |
| 2018 | INFOCOM | One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks. | Chaojie Gu, Rui Tan, Xin Lou, Dusit Niyato |
| 2018 | ISCAS | K-SVD Based Denoising Algorithm for DoFP Polarization Image Sensors. | Shiting Li, Wenbin Ye, Huawei Liang, Xiaofang Pan, Xin Lou, Xiaojin Zhao |
| 2017 | INFOCOM | Cost of differential privacy in demand reporting for smart grid economic dispatch. | Xin Lou, Rui Tan, David K. Y. Yau, Peng Cheng |
| 2017 | ISCAS | A passively compensated capacitive sensor readout with biased varactor temperature compensation and temperature coherent quantization. | Yong Wang, Yan Hong, Wang Ling Goh, Kevin T. C. Chai, Xin Lou, Wen Bin Ye |
| 2016 | SEKE | Criminal Network Analysis with Interactive Strategies: A Proof of Concept Study using Mobile Call Logs. | Peng Zhou, Yan Liu, Mengjia Zhao, Xin Lou |
| 2015 | ISCAS | Fine-grained pipelining for multiple constant multiplications. | Xin Lou, Pramod Kumar Meher, Ya Jun Yu |
| 2015 | ISCAS | Area-time efficient realization of multiple constant multiplication. | Xin Lou, Ya Jun Yu |
| 2015 | ISCAS | Design of high-speed multiplierless linear-phase FIR filters. | Wen Bin Ye, Xin Lou, Ya Jun Yu |
| 2014 | ISCAS | High-speed multiplier block design based on bit-level critical path optimization. | Xin Lou, Ya Jun Yu, Pramod Kumar Meher |