Jinjun Xiong

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All published works

Action	Title	Year	Authors
+ PDF Chat	Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data	2025	Jiajie Li Brian R. Quaranto Chenhui Xu Ishan Mishra Ruiyang Qin Dancheng Liu Peter C.W. Kim Jinjun Xiong
+ PDF Chat	Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge	2024	Ruiyang Qin Dancheng Liu Gelei Xu Zheyu Yan Chenhui Xu Yuting Hu Xiaobo Sharon Hu Jinjun Xiong Yiyu Shi
+ PDF Chat	NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs	2024	Ruiyang Qin Pengyu Ren Zheyu Yan Liu Liu Dancheng Liu Amir Nassereldine Jinjun Xiong Kai Ni Xiaobo Sharon Hu Yiyu Shi
+ PDF Chat	Automatic Screening for Children with Speech Disorder Using Automatic Speech Recognition: Opportunities and Challenges	2024	Dancheng Liu Jason Yang Ishan Albrecht-Buehler Helen Qin Sophie Li Yuting Hu Amir Nassereldine Jinjun Xiong
+ PDF Chat	Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges	2024	Dancheng Liu Jason Yang Ishan Albrecht-Buehler Helen Qin Sophie Li Yuting Hu Amir Nassereldine Jinjun Xiong
+ PDF Chat	Breaking the Barriers of One-to-One Usage of Implicit Neural Representation in Image Compression: A Linear Combination Approach with Performance Guarantees	2024	Sai Sanjeet Seyyedali Hosseinalipour Jinjun Xiong Masahiro Fujita Bibhu Datta Sahoo
+ PDF Chat	Towards Precision Characterization of Communication Disorders using Models of Perceived Pragmatic Similarity	2024	Nigel Ward Andres Segura Georgina Bugarini Heike Lehnert‐LeHouillier Dancheng Liu Jinjun Xiong Olac Fuentes
+ PDF Chat	Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting	2024	Yuting Hu Dancheng Liu Qingyun Wang Charles Yu Heng Ji Jinjun Xiong
+ PDF Chat	FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data	2024	Dancheng Liu Jinjun Xiong
+ PDF Chat	PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics	2024	Amir Nassereldine Dancheng Liu Chenhui Xu Jinjun Xiong
+ PDF Chat	Large Language Models have Intrinsic Self-Correction Ability	2024	Dancheng Liu Amir Nassereldine Ziming Yang Chenhui Xu Yuting Hu Jiajie Li Utkarsh Kumar Changjae Lee Jinjun Xiong
+ PDF Chat	Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices	2024	Ruiyang Qin Dancheng Liu Zheyu Yan Zhaoxuan Tan Zixuan Pan Zhenge Jia Meng Jiang Ahmed Abbasi Jinjun Xiong Yiyu Shi
+ PDF Chat	Infinite-Dimensional Feature Interaction	2024	Chenhui Xu Fuxun Yu M. Li Zihao Zheng Zirui Xu Jinjun Xiong Chen Xiang
+ PDF Chat	Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures	2024	Ruiyang Qin Zheyu Yan Dewen Zeng Zhenge Jia Dancheng Liu Jianbo Liu Zhi Zheng Ningyuan Cao Kai Ni Jinjun Xiong
+ PDF Chat	QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation	2024	Chenhui Xu Xinyao Wang Fuxun Yu Jinjun Xiong Xiang Chen
+ PDF Chat	From Keyboard to Chatbot: An AI-powered Integration Platform with Large-Language Models for Teaching Computational Thinking for Young Children	2024	Changjae Lee Jinjun Xiong
+ PDF Chat	xMLP: Revolutionizing Private Inference with Exclusive Square Activation	2024	Jiajie Li Jinjun Xiong
+ PDF Chat	FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models	2024	Ruiyang Qin Yuting Hu Zheyu Yan Jinjun Xiong Ahmed Abbasi Yiyu Shi
+ PDF Chat	QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks	2024	Chenhui Xu Fuxun Yu Zirui Xu Chenchen Liu Jinjun Xiong Xiang Chen
+	Ensembler: Combating model inversion attacks using model ensemble during collaborative inference	2024	Dancheng Liu Jinjun Xiong
+	"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education	2024	Kyrie Zhixuan Zhou Zachary Kilhoffer Madelyn Rose Sanfilippo Ted Underwood Ece Gumusel Mengyi Wei Abhinav Choudhry Jinjun Xiong
+ PDF Chat	Breaking the Barriers of One-to-One Usage of Implicit Neural Representation in Image Compression: A Linear Combination Approach With Performance Guarantees	2024	Sai Sanjeet Seyyedali Hosseinalipour Jinjun Xiong Masahiro Fujita Bibhu Datta Sahoo
+ PDF Chat	Parallelizing Maximal Clique Enumeration on GPUs	2023	Mohammad Almasri Yen-Hsiang Chang Izzat El Hajj Rakesh Nagi Jinjun Xiong Wen‐mei Hwu
+	GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture	2023	Zaid Qureshi Vikram Sharma Mailthody Isaac Gelado Seungwon Min Amna Masood Jeongmin Park Jinjun Xiong Chris J. Newburn Dmitri Vainbrand I‐Hsin Chung
+	Achieving the Minimax Optimal Sample Complexity of Offline Reinforcement Learning: A DRO-Based Approach	2023	Yue Wang Yuting Hu Jinjun Xiong Shaofeng Zou
+	Image Harmonization with Diffusion Model	2023	Jiajie Li Jian Wang Chen Wang Jinjun Xiong
+	CODAG: Characterizing and Optimizing Decompression Algorithms for GPUs	2023	Jeongmin Park Zaid Qureshi Vikram Sharma Mailthody Andrew Gacek S. Shao Mohammad Almasri Isaac Gelado Jinjun Xiong Chris J. Newburn I‐Hsin Chung
+ PDF Chat	Can Language Models Be Specific? How?	2023	Jie Huang Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+	QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks	2023	Chenhui Xu Fuxun Yu Zirui Xu Chenchen Liu Jinjun Xiong Xiang Chen
+ PDF Chat	Parallel K-clique counting on GPUs	2022	Mohammad Almasri Izzat El Hajj Rakesh Nagi Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	DKG: A Descriptive Knowledge Graph for Explaining Relationships between Entities	2022	Jie Huang Kerui Zhu Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation	2022	Xinheng Liu Yao Chen Prakhar Ganesh Junhao Pan Jinjun Xiong Deming Chen
+ PDF Chat	Open Relation Modeling: Learning to Define Relations between Entities	2022	Jie Huang Kevin C. Chang Jinjun Xiong Wen‐mei Hwu
+	QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration	2022	Zirui Xu Fuxun Yu Jinjun Xiong Xiang Chen
+	GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture	2022	Zaid Qureshi Vikram Sharma Mailthody Isaac Gelado Seung Won Min Amna Masood Jeongmin Park Jinjun Xiong CJ Newburn Dmitri Vainbrand I‐Hsin Chung
+	How does unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis	2022	Shuai Zhang Meng Wang Sijia Liu Pin‐Yu Chen Jinjun Xiong
+	Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling	2022	Hongkang Li Meng Wang Sijia Liu Pin‐Yu Chen Jinjun Xiong
+	A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Predictions	2022	Yong Xie Dakuo Wang Pin‐Yu Chen Jinjun Xiong Sijia Liu Sanmi Koyejo
+	HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation	2022	Yao Chen Junhao Pan Xinheng Liu Jinjun Xiong Deming Chen
+	Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT	2022	Bhavya Bhavya Jinjun Xiong ChengXiang Zhai
+	Can Language Models Be Specific? How?	2022	Jie Huang Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+	Extensible Proxy for Efficient NAS	2022	Yuhong Li Jiajie Li Cong Han Pan Li Jinjun Xiong Deming Chen
+	DEER: Descriptive Knowledge Graph for Explaining Entity Relationships	2022	Jie Huang Kerui Zhu Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+	Submission-Aware Reviewer Profiling for Reviewer Recommender System	2022	Omer Anjum Alok Kamatar Toby Liang Jinjun Xiong Wen‐mei Hwu
+	Excel Spreadsheet Analyzer	2022	Amir Nassereldine Patrick Chen Jinjun Xiong
+	A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale	2022	Zhixuan Zhou Jiao Sun Jiaxin Pei Nanyun Peng Jinjun Xiong
+	Parallelizing Maximal Clique Enumeration on GPUs	2022	Mohammad Almasri Yen-Hsiang Chang Izzat El Hajj Rakesh Nagi Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	Understanding Jargon: Combining Extraction and Generation for Definition Modeling	2022	Jie Huang Hanyin Shao Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	DEER: Descriptive Knowledge Graph for Explaining Entity Relationships	2022	Jie Huang Kerui Zhu Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+	Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT	2022	Bhavya Bhavya Jinjun Xiong ChengXiang Zhai
+	Graph Neural Network Training with Data Tiering	2021	Seungwon Min Kun Wu Mert Hidayetoğlu Jinjun Xiong Xiang Song Wen‐mei Hwu
+ PDF Chat	Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration	2021	Zirui Xu Fuxun Yu Jinjun Xiong Xiang Chen
+	MLHarness: A scalable benchmarking system for MLCommons	2021	Yen-Hsiang Chang Jianhao Pu Wen‐mei Hwu Jinjun Xiong
+ PDF Chat	Interpretable Visual Reasoning via Induced Symbolic Space	2021	Zhonghao Wang Kai Wang Mo Yu Jinjun Xiong Wen‐mei Hwu Mark Hasegawa–Johnson Humphrey Shi
+ PDF Chat	Generic Neural Architecture Search via Regression	2021	Yuhong Li Cong Hao Pan Li Jinjun Xiong Deming Chen
+ PDF Chat	Large graph convolutional network training with GPU-oriented data communication architecture	2021	Seung Won Min Kun Wu Sitao Huang Mert Hidayetoğlu Jinjun Xiong Eiman Ebrahimi Deming Chen Wen‐mei Hwu
+ PDF Chat	Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection	2021	Jiachen Li Bowen Cheng Rogério Feris Jinjun Xiong Thomas S. Huang Wen‐mei Hwu Humphrey Shi
+	Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks	2021	Shuai Zhang Meng Wang Sijia Liu Pin‐Yu Chen Jinjun Xiong
+	K-Clique Counting on GPUs.	2021	Mohammad Almasri Izzat El Hajj Rakesh Nagi Jinjun Xiong Wen‐mei Hwu
+	Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign	2021	Cong Hao Jordan Dotzel Jinjun Xiong Luca Benini Zhiru Zhang Deming Chen
+ PDF Chat	On Interpretability of Artificial Neural Networks: A Survey	2021	Fenglei Fan Jinjun Xiong Mengzhou Li Ge Wang
+ PDF Chat	A co-design framework of neural networks and quantum circuits towards quantum advantage	2021	Weiwen Jiang Jinjun Xiong Yiyu Shi
+	PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses.	2021	Seungwon Min Kun Wu Sitao Huang Mert Hidayetoğlu Jinjun Xiong Eiman Ebrahimi Deming Chen Wen‐mei Hwu
+	Safer Illinois and RokWall: Privacy Preserving University Health Apps for COVID-19	2021	Vikram Sharma Mailthody James Wei Nicholas Chen Mohammad Behnia Ruihao Yao Qihao Wang Vedant Agrawal Churan He Lijian Wang Leihao Chen
+ PDF Chat	When Machine Learning Meets Quantum Computers	2021	Weiwen Jiang Jinjun Xiong Yiyu Shi
+	Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks	2021	Shuai Zhang Meng Wang Sijia Liu Pin‐Yu Chen Jinjun Xiong
+	Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design	2021	Cong Hao Jordan Dotzel Jinjun Xiong Luca Benini Zhiru Zhang Deming Chen
+	Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection	2021	Jiachen Li Bowen Cheng Rogério Feris Jinjun Xiong Thomas S. Huang Wen‐mei Hwu Humphrey Shi
+	Heterogeneous Contrastive Learning	2021	Lecheng Zheng Yada Zhu Jingrui He Jinjun Xiong
+	Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach	2021	Jie Huang Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+	Global Rhythm Style Transfer Without Text Transcriptions	2021	Kaizhi Qian Yang Zhang Shiyu Chang Jinjun Xiong Chuang Gan David Cox Mark Hasegawa–Johnson
+	Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach	2021	Jie Huang Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+	Safer Illinois and RokWall: Privacy Preserving University Health Apps for COVID-19	2021	Vikram Sharma Mailthody James Cheng‐Chung Wei Nicholas Chen Mohammad Behnia Ruihao Yao Qihao Wang Vedant Agarwal Churan He Lijian Wang Leihao Chen
+	Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs	2021	Zhepeng Wang Zhiding Liang Shanglin Zhou Caiwen Ding Jinjun Xiong Yiyu Shi Weiwen Jiang
+	Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow	2021	Zhiding Liang Zhepeng Wang Junhuan Yang Lei Yang Jinjun Xiong Yiyu Shi Weiwen Jiang
+	Generic Neural Architecture Search via Regression	2021	Yuhong Li Cong Hao Pan Li Jinjun Xiong Deming Chen
+	MLHarness: A Scalable Benchmarking System for MLCommons	2021	Yen-Hsiang Chang Jianhao Pu Wen‐mei Hwu Jinjun Xiong
+	Graph Neural Network Training with Data Tiering	2021	Seung Won Min Wu Kun Mert Hidayetoğlu Jinjun Xiong Xiang Song Wen‐mei Hwu
+	Parallel K-Clique Counting on GPUs	2021	Mohammad Almasri Izzat El Hajj Rakesh Nagi Jinjun Xiong Wen‐mei Hwu
+	Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture	2021	Seung Won Min Wu Kun Sitao Huang Mert Hidayetoğlu Jinjun Xiong Eiman Ebrahimi Deming Chen Wen‐mei Hwu
+	Safer Illinois and RokWall: Privacy Preserving University Health Apps for COVID-19	2021	Vikram Sharma Mailthody James Cheng‐Chung Wei Nicholas Chen Mohammad Behnia Ruihao Yao Qihao Wang Vedant Agrawal Churan He Lijian Wang Leihao Chen
+	PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses	2021	Seung Won Min Wu Kun Sitao Huang Mert Hidayetoğlu Jinjun Xiong Eiman Ebrahimi Deming Chen Wen‐mei Hwu
+	Open Relation Modeling: Learning to Define Relations between Entities	2021	Jie Huang Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+	Understanding Jargon: Combining Extraction and Generation for Definition Modeling	2021	Jie Huang Hanyin Shao Kevin Chen–Chuan Chang Jinjun Xiong Wen‐mei Hwu
+	HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation	2021	Xinheng Liu Yao Chen Prakhar Ganesh Junhao Pan Jinjun Xiong Deming Chen
+	Fast CUDA-Aware MPI Datatypes without Platform Support	2020	Carl Pearson Kun Wu I‐Hsin Chung Jinjun Xiong Wen‐mei Hwu
+	Interpretable Visual Reasoning via Induced Symbolic Space	2020	Zhonghao Wang Kai Wang Mo Yu Jinjun Xiong Wen‐mei Hwu Mark Hasegawa–Johnson Humphrey Shi
+ PDF Chat	The Design and Implementation of a Scalable Deep Learning Benchmarking Platform	2020	Cheng Li Abdul Dakkak Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation	2020	Mert Hidayetoğlu Carl Pearson Vikram Sharma Mailthody Eiman Ebrahimi Jinjun Xiong Rakesh Nagi Wen‐mei Hwu
+ PDF Chat	Tensor recovery from noisy and multi-level quantized measurements	2020	Ren Wang Meng Wang Jinjun Xiong
+ PDF Chat	Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices	2020	Cong Hao Yao Chen Xiaofan Zhang Yuhong Li Jinjun Xiong Wen‐mei Hwu Deming Chen
+	At-Scale Sparse Deep Neural Network Inference with Efficient GPU Implementation	2020	Mert Hidayetoğlu Carl Pearson Vikram Sharma Mailthody Eiman Ebrahimi Jinjun Xiong Rakesh Nagi Wen‐mei Hwu
+	Tensor Recovery from Noisy and Multi-Level Quantized Measurements	2020	Ren Wang Meng Wang Jinjun Xiong
+ PDF Chat	EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions	2020	Yuhong Li Cong Hao Xiaofan Zhang Xinheng Liu Yao Chen Jinjun Xiong Wen‐mei Hwu Deming Chen
+	Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case	2020	Shuai Zhang Meng Wang Sijia Liu Pin‐Yu Chen Jinjun Xiong
+ PDF Chat	Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off	2020	Yukun Ding Jinglan Liu Jinjun Xiong Yiyu Shi
+ PDF Chat	Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Mo Yu Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi
+ PDF Chat	Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi
+	A Multi-Perspective Architecture for Semantic Code Search	2020	Rajarshi Haldar Lingfei Wu Jinjun Xiong Julia Hockenmaier
+ PDF Chat	Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs	2020	Cheng Li Abdul Dakkak Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs	2020	Cheng Li Abdul Dakkak Jinjun Xiong Wei Wei Lingjie Xu Wen‐mei Hwu
+ PDF Chat	DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs	2020	Cheng Li Abdul Dakkak Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	Tensor Recovery from Noisy and Multi-Level Quantized Measurements	2020	Ren Wang Meng Wang Jinjun Xiong
+ PDF Chat	Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising	2020	Jinglan Liu Yukun Ding Jinjun Xiong Qianjun Jia Meiping Huang Jian Zhuang Bike Xie Wei Chen Yiyu Shi
+	SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems	2020	Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng Yuhong Li Kyle Rupnow Jinjun Xiong Thomas S. Huang Humphrey Shi
+	DLSpec: A Deep Learning Task Exchange Specification	2020	Abdul Dakkak Cheng Li Jinjun Xiong Wen‐mei Hwu
+	Universal approximation with quadratic deep networks	2020	Fenglei Fan Jinjun Xiong Ge Wang
+	Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising	2020	Jinglan Liu Yukun Ding Jinjun Xiong Qianjun Jia Meiping Huang Jian Zhuang Bike Xie Wei Chen Yiyu Shi
+	Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Mo Yu Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi
+	Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Yunchao Wei Rogerior Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi
+	EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions	2020	Yuhong Li Cong Hao Xiaofan Zhang Xinheng Liu Yao Chen Jinjun Xiong Wen‐mei Hwu Deming Chen
+	Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case	2020	Shuai Zhang Meng Wang Sijia Liu Pin‐Yu Chen Jinjun Xiong
+	EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs	2020	Seung Won Min Vikram Sharma Mailthody Zaid Qureshi Jinjun Xiong Eiman Ebrahimi Wen‐mei Hwu
+	A Multi-Perspective Architecture for Semantic Code Search	2020	Rajarshi Haldar Lingfei Wu Jinjun Xiong Julia Hockenmaier
+	ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation	2020	Tianchen Wang Xiaowei Xu Jinjun Xiong Qianjun Jia Haiyun Yuan Meiping Huang Jian Zhuang Yiyu Shi
+	DLSpec: A Deep Learning Task Exchange Specification	2020	Abdul Dakkak Cheng Li Jinjun Xiong Wen‐mei Hwu
+	Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases	2020	Ren Wang Gaoyuan Zhang Sijia Liu Pin‐Yu Chen Jinjun Xiong Meng Wang
+	Tearing Down the Memory Wall	2020	Zaid Qureshi Vikram Sharma Mailthody Seungwon Min I‐Hsin Chung Jinjun Xiong Wen‐mei Hwu
+	DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator	2020	Xiaofan Zhang Hanchen Ye Junsong Wang Yonghua Lin Jinjun Xiong Wen‐mei Hwu Deming Chen
+	Exploring Semantic Capacity of Terms	2020	Jie Huang Zilong Wang Kevin Chen–Chuan Chang Wen‐mei Hwu Jinjun Xiong
+ PDF Chat	ICA-UNet: ICA Inspired Statistical UNet for Real-Time 3D Cardiac Cine MRI Segmentation	2020	Tianchen Wang Xiaowei Xu Jinjun Xiong Qianjun Jia Haiyun Yuan Meiping Huang Jian Zhuang Yiyu Shi
+	Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices	2020	Cong Hao Yao Chen Xiaofan Zhang Yuhong Li Jinjun Xiong Wen‐mei Hwu Deming Chen
+	Exploring Semantic Capacity of Terms	2020	Jie Huang Zilong Wang Kevin Chen–Chuan Chang Wen‐mei Hwu Jinjun Xiong
+	Interpretable Visual Reasoning via Induced Symbolic Space	2020	Zhonghao Wang Kai Wang Mo Yu Jinjun Xiong Wen‐mei Hwu Mark Hasegawa–Johnson Humphrey Shi
+ PDF Chat	Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases	2020	Ren Wang Gaoyuan Zhang Sijia Liu Pin‐Yu Chen Jinjun Xiong Meng Wang
+	On Interpretability of Artificial Neural Networks: A Survey	2020	Fenglei Fan Jinjun Xiong Mengzhou Li Ge Wang
+	Efficient Neural Network Implementation with Quadratic Neuron	2020	Zirui Xu Jinjun Xiong Fuxun Yu Xiang Chen
+	TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes	2020	Carl Pearson Kun Wu I‐Hsin Chung Jinjun Xiong Wen‐mei Hwu
+	At-Scale Sparse Deep Neural Network Inference with Efficient GPU Implementation	2020	Mert Hidayetoğlu Carl M. Pearson Vikram Sharma Mailthody Eiman Ebrahimi Jinjun Xiong Rakesh Nagi Wen‐mei Hwu
+	A Multi-Perspective Architecture for Semantic Code Search	2020	Rajarshi Haldar Lingfei Wu Jinjun Xiong Julia Hockenmaier
+	MLModelScope: A Distributed Platform for Model Evaluation and Benchmarking at Scale	2020	Abdul Dakkak Cheng Li Jinjun Xiong Wen‐mei Hwu
+	ELFISH: Resource-Aware Federated Learning on Heterogeneous Edge Devices.	2019	Zirui Xu Yang Zhao Jinjun Xiong Jianlei Yang Xiang Chen
+ PDF Chat	NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving	2019	Cong Hao Yao Chen Xinheng Liu Atif Sarwari Daryl Sew Ashutosh Dhar Bryan Wu Dongdong Fu Jinjun Xiong Wen‐mei Hwu
+	Enabling real-time multi-messenger astrophysics discoveries with deep learning	2019	E. A. Huerta Gabrielle Allen Igor Andreoni Javier M. Antelis E. Bachelet G. Bruce Berriman Federica Bianco Rahul Biswas M. Carrasco Kind Kyle Chard
+ PDF Chat	Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection	2019	Khoi-Nguyen C. Mac Dhiraj Joshi Raymond A. Yeh Jinjun Xiong Rogério Feris N. Minh
+ PDF Chat	SPGNet: Semantic Prediction Guidance for Scene Parsing	2019	Bowen Cheng Liang-Chieh Chen Yunchao Wei Yukun Zhu Zilong Huang Jinjun Xiong Thomas S. Huang Wen‐mei Hwu Humphrey Shi Uiuc Uiuc
+	PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space	2019	Omer Anjum Hongyu Gong Suma Bhat Wen‐mei Hwu Jinjun Xiong
+	MLModelScope: A Distributed Platform for ML Model Evaluation and Benchmarking at Scale	2019	Abdul Dakkak Cheng Li Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device	2019	Seung Won Min Sitao Huang Mohamed El-Hadedy Jinjun Xiong Deming Chen Wen‐mei Hwu
+	Across-Stack Profiling and Characterization of Machine Learning Models on GPUs.	2019	Cheng Li Abdul Dakkak Jinjun Xiong Wei Wei Lingjie Xu Wen‐mei Hwu
+	Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device	2019	Seung Won Min Sitao Huang Mohamed El-Hadedy Jinjun Xiong Deming Chen Wen‐mei Hwu
+ PDF Chat	SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection	2019	Tianchen Wang Jinjun Xiong Xiaowei Xu Yiyu Shi
+ PDF Chat	TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep Learning Inference in Function-as-a-Service	2019	Abdul Dakkak Cheng Li Simon Garcia de Gonzalo Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	Accelerating reduction and scan using tensor core units	2019	Abdul Dakkak Cheng Li Jinjun Xiong Isaac Gelado Wen‐mei Hwu
+	Challenges and Pitfalls of Reproducing Machine Learning Artifacts.	2019	Cheng Li Abdul Dakkak Jinjun Xiong Wen‐mei Hwu
+	Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era	2019	Gabrielle Allen Igor Andreoni E. Bachelet G. Bruce Berriman Federica Bianco Rahul Biswas M. Carrasco Kind Kyle Chard Minsik Cho P. S. Cowperthwaite
+ PDF Chat	Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus	2019	Hongyu Gong Suma Bhat Lingfei Wu Jinjun Xiong Wen‐mei Hwu
+	FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge	2019	Cong Hao Xiaofan Zhang Yuhong Li Sitao Huang Jinjun Xiong Kyle Rupnow Wen‐mei Hwu Deming Chen
+	A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices	2019	Xiaofan Zhang Cong Hao Yuhong Li Yao Chen Jinjun Xiong Wen‐mei Hwu Deming Chen
+	Document Similarity for Texts of Varying Lengths via Hidden Topics	2019	Hongyu Gong Tarek Sakakini Suma Bhat Jinjun Xiong
+	SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection	2019	Tianchen Wang Jinjun Xiong Xiaowei Xu Yiyu Shi
+	Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus	2019	Hongyu Gong Suma Bhat Lingfei Wu Jinjun Xiong Wen‐mei Hwu
+	A Retrospective Recount of Computer Architecture Research with a Data-Driven Study of Over Four Decades of ISCA Publications	2019	Omer Anjum Wen‐mei Hwu Jinjun Xiong
+	SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection	2019	Xiaofan Zhang Cong Hao Haoming Lu Jiachen Li Yuhong Li Yuchen Fan Kyle Rupnow Jinjun Xiong Thomas S. Huang Humphrey Shi
+	Challenges and Pitfalls of Machine Learning Evaluation and Benchmarking	2019	Cheng Li Abdul Dakkak Jinjun Xiong Wen mei Hwu
+	SPGNet: Semantic Prediction Guidance for Scene Parsing	2019	Bowen Cheng Liang-Chieh Chen Yunchao Wei Yukun Zhu Zilong Huang Jinjun Xiong Thomas S. Huang Wen‐mei Hwu Humphrey Shi
+	PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space	2019	Omer Anjum Hongyu Gong Suma Bhat Wen‐mei Hwu Jinjun Xiong
+	MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation	2019	Tianchen Wang Jinjun Xiong Xiaowei Xu Meng Jiang Yiyu Shi Haiyun Yuan Meiping Huang Jian Zhuang
+	SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems	2019	Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng Yuhong Li Kyle Rupnow Jinjun Xiong Thomas S. Huang Humphrey Shi
+ PDF Chat	MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation	2019	Tianchen Wang Jinjun Xiong Xiaowei Xu Meng Jiang Haiyun Yuan Meiping Huang Jian Zhuang Yiyu Shi
+	NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving	2019	Cong Hao Yao Chen Xinheng Liu Atif Sarwari Daryl Sew Ashutosh Sutra Dhar Bryan Wu Dongdong Fu Jinjun Xiong Wen‐mei Hwu
+	Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off	2019	Yukun Ding Jinglan Liu Jinjun Xiong Yiyu Shi
+	Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration	2019	Zirui Xu Fuxun Yu Jinjun Xiong Xiang Chen
+	PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space	2019	Omer Anjum Hongyu Gong Suma Bhat Wen‐mei Hwu Jinjun Xiong
+	Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device	2019	Seung Won Min Sitao Huang Mohamed El-Hadedy Jinjun Xiong Deming Chen Wen‐mei Hwu
+	MLModelScope: Evaluate and Measure ML Models within AI Pipelines.	2018	Abdul Dakkak Cheng Li Abhishek Srivastava Jinjun Xiong Wen‐mei Hwu
+	Revisiting Pre-training: An Efficient Training Method for Image Classification	2018	Bowen Cheng Yunchao Wei Humphrey Shi Shiyu Chang Jinjun Xiong Thomas S. Huang
+	Frustrated with replicating claims of a shared model? a solution	2018	Abdul Dakkak Cheng Li Jinjun Xiong Wen‐mei Hwu
+	Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection.	2018	Khoi-Nguyen C. Mac Dhiraj Joshi Raymond A. Yeh Jinjun Xiong Rogério Feris N. Minh
+	SCOPE: C3SR Systems Characterization and Benchmarking Framework.	2018	Carl M. Pearson Abdul Dakkak Cheng Li Sarah Hashash Jinjun Xiong Wen‐mei Hwu
+ PDF Chat	Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs	2018	Chuanhao Zhuge Xinheng Liu Xiaofan Zhang Sudeep Gummadi Jinjun Xiong Deming Chen
+	Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts	2018	Raymond A. Yeh Jinjun Xiong Wen‐mei Hwu N. Minh Alexander G. Schwing
+	On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks	2018	Yukun Ding Jinglan Liu Jinjun Xiong Yiyu Shi
+	Revisiting RCNN: On Awakening the Classification Power of Faster RCNN	2018	Bowen Cheng Yunchao Wei Humphrey Shi Rogério Feris Jinjun Xiong Thomas S. Huang
+	Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs	2018	Chuanhao Zhuge Xinheng Liu Xiaofan Zhang Sudeep Gummadi Jinjun Xiong Deming Chen
+ PDF Chat	TS$$^{2}$$C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection	2018	Yunchao Wei Zhiqiang Shen Bowen Cheng Humphrey Shi Jinjun Xiong Jiashi Feng Thomas Huang
+	Universal Approximation with Quadratic Deep Networks	2018	Fenglei Fan Jinjun Xiong Ge Wang
+	On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks	2018	Yukun Ding Jinglan Liu Jinjun Xiong Yiyu Shi
+	Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection	2018	Bowen Cheng Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi
+	Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection	2018	Khoi-Nguyen C. Mac Dhiraj Joshi Raymond A. Yeh Jinjun Xiong Rogério Feris N. Minh
+	TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection	2018	Yunchao Wei Zhiqiang Shen Bowen Cheng Humphrey Shi Jinjun Xiong Jiashi Feng Thomas S. Huang
+ PDF Chat	Revisiting RCNN: On Awakening the Classification Power of Faster RCNN	2018	Bowen Cheng Yunchao Wei Humphrey Shi Rogério Feris Jinjun Xiong Thomas S. Huang
+	Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts	2018	Raymond A. Yeh Jinjun Xiong Wen‐mei Hwu Nguyen Q. Minh Alexander G. Schwing
+	A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization	2018	Bowen Cheng Yunchao Wei Jiahui Yu Shiyu Chang Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi
+	Frustrated with Replicating Claims of a Shared Model? A Solution	2018	Abdul Dakkak Cheng Li Jinjun Xiong Wen‐mei Hwu
+	SCOPE: C3SR Systems Characterization and Benchmarking Framework	2018	Carl M. Pearson Abdul Dakkak Cheng Li Sarah Hashash Jinjun Xiong Wen‐mei Hwu
+	VALIDATION OF EFFECTIVENESS OF VIRTUAL INSTRUMENTATION FOR DISTRIBUTION TRANSFORMERS	2015	Tongyou Gu Bert Hollander Geert Janssen Dzung T. Phan J.D. Schuddebeurs Jinjun Xiong Yada Zhu

Common Coauthors

Coauthor	Papers Together
Wen‐mei Hwu	93
Deming Chen	27
Yiyu Shi	21
Humphrey Shi	21
Abdul Dakkak	18
Thomas S. Huang	17
Cong Hao	15
Bowen Cheng	13
Dancheng Liu	13
Yunchao Wei	13
Kevin Chen–Chuan Chang	12
Xiaofan Zhang	12
Rogério Feris	11
Vikram Sharma Mailthody	11
Yao Chen	10
Yuhong Li	9
Mert Hidayetoğlu	9
Pin‐Yu Chen	9
Xinheng Liu	9
Meng Wang	9
Seung Won Min	8
Eiman Ebrahimi	8
Rakesh Nagi	8
Sitao Huang	8
Jie Huang	8
Sijia Liu	8
Chenhui Xu	8
Zirui Xu	7
Xiaowei Xu	6
Ruiyang Qin	6
Mohammad Almasri	6
I‐Hsin Chung	6
Amir Nassereldine	6
Yukun Ding	6
Meiping Huang	6
Suma Bhat	6
Tianchen Wang	6
Lingfei Wu	5
Zheyu Yan	5
Jiachen Li	5
Jie Huang	5
Hongyu Gong	5
Omer Anjum	5
Kun Wu	5
Zaid Qureshi	5
Mo Yu	5
Izzat El Hajj	5
Raymond A. Yeh	5
Jian Zhuang	5
Mark Hasegawa‐Johnson	4

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	40
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	26
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	17
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	13
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	11
+ PDF Chat	MobileNetV2: Inverted Residuals and Linear Bottlenecks	2018	Mark Sandler Andrew Howard Menglong Zhu Andrey Zhmoginov Liang-Chieh Chen	11
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	10
+	MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications	2017	Andrew Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand Marco Andreetto Hartwig Adam	10
+ PDF Chat	Feature Pyramid Networks for Object Detection	2017	Tsung-Yi Lin Piotr Dollár Ross Girshick Kaiming He Bharath Hariharan Serge Belongie	9
+ PDF Chat	ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design	2018	Ningning Ma Xiangyu Zhang Hai-Tao Zheng Jian Sun	8
+	SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size	2016	Forrest Iandola Song Han Matthew W. Moskewicz Khalid Ashraf William J. Dally Kurt Keutzer	8
+ PDF Chat	YOLO9000: Better, Faster, Stronger	2017	Joseph Redmon Ali Farhadi	8
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	8
+	ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware	2018	Han Cai Ligeng Zhu Song Han	8
+ PDF Chat	MnasNet: Platform-Aware Neural Architecture Search for Mobile	2019	Mingxing Tan Bo Chen Ruoming Pang Vijay Vasudevan Mark Sandler Andrew Howard Quoc V. Le	8
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	8
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	8
+	SSD: Single Shot MultiBox Detector	2016	Wei Liu Dragomir Anguelov Dumitru Erhan Christian Szegedy Scott Reed Cheng-Yang Fu Alexander C. Berg	8
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	7
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	7
+	Regularized Evolution for Image Classifier Architecture Search	2019	Esteban Real Alok Aggarwal Yanping Huang Quoc V. Le	7
+	SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems	2020	Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng Yuhong Li Kyle Rupnow Jinjun Xiong Thomas S. Huang Humphrey Shi	7
+ PDF Chat	Aggregated Residual Transformations for Deep Neural Networks	2017	Saining Xie Ross Girshick Piotr Dollár Zhuowen Tu Kaiming He	7
+ PDF Chat	Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks	2020	Lei Yang Zheyu Yan Meng Li Hyoukjun Kwon Liangzhen Lai Tushar Krishna Vikas Chandra Weiwen Jiang Yiyu Shi	7
+ PDF Chat	You Only Look Once: Unified, Real-Time Object Detection	2016	Joseph Redmon Santosh Divvala Ross Girshick Ali Farhadi	7
+ PDF Chat	In-Datacenter Performance Analysis of a Tensor Processing Unit	2017	Norman P. Jouppi Cliff Young Nishant Patil David A. Patterson Gaurav Agrawal Raminder Bajwa S. C. Bates Suresh Bhatia Nan Boden Al Borchers	6
+ PDF Chat	NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving	2019	Cong Hao Yao Chen Xinheng Liu Atif Sarwari Daryl Sew Ashutosh Dhar Bryan Wu Dongdong Fu Jinjun Xiong Wen‐mei Hwu	6
+ PDF Chat	A new type of neurons for machine learning	2017	Fenglei Fan Wenxiang Cong Ge Wang	6
+ PDF Chat	Design Flow of Accelerating Hybrid Extremely Low Bit-Width Neural Network in Embedded FPGA	2018	Junsong Wang Qiuwen Lou Xiaofan Zhang Chao Zhu Yonghua Lin Deming Chen	6
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	6
+ PDF Chat	Deformable Convolutional Networks	2017	Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei	6
+ PDF Chat	ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices	2018	Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun	6
+ PDF Chat	Learning Transferable Architectures for Scalable Image Recognition	2018	Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le	6
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	6
+	In-Datacenter Performance Analysis of a Tensor Processing Unit	2017	Norman P. Jouppi Cliff Young Nishant Patil David A. Patterson Gaurav Agrawal Raminder Bajwa S. C. Bates Suresh Bhatia Nan Boden Al Borchers	6
+ PDF Chat	FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search	2019	Bichen Wu Kurt Keutzer Xiaoliang Dai Peizhao Zhang Yanghan Wang Fei Sun Yiming Wu Yuandong Tian Péter Vajda Yangqing Jia	5
+ PDF Chat	T-CNN: Tubelets With Convolutional Neural Networks for Object Detection From Videos	2017	Kai Kang Hongsheng Li Junjie Yan Xingyu Zeng Bin Yang Tong Xiao Cong Zhang Zhe Wang Ruohui Wang Xiaogang Wang	5
+ PDF Chat	DAC-SDC Low Power Object Detection Challenge for UAV Applications	2019	Xiaowei Xu Xinyi Zhang Bei Yu Xiaobo Sharon Hu Christopher Rowen Jingtong Hu Yiyu Shi	5
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	5
+	Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs	2014	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	5
+ PDF Chat	Revisiting RCNN: On Awakening the Classification Power of Faster RCNN	2018	Bowen Cheng Yunchao Wei Humphrey Shi Rogério Feris Jinjun Xiong Thomas S. Huang	5
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	5
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	5
+	Neural Tangent Kernel: Convergence and Generalization in Neural Networks	2018	Arthur Paul Jacot Franck Gabriel Clément Hongler	5
+	Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour	2017	Priya Goyal Piotr Dollár Ross Girshick Pieter Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He	5
+ PDF Chat	Deep visual-semantic alignments for generating image descriptions	2015	Andrej Karpathy Li Fei-Fei	5
+	Multi-Scale Context Aggregation by Dilated Convolutions	2015	Fisher Yu Vladlen Koltun	5
+	Neural Architecture Search with Reinforcement Learning	2016	Barret Zoph Quoc V. Le	5
+	R-FCN: Object Detection via Region-based Fully Convolutional Networks	2016	Jifeng Dai Li Yi Kaiming He Jian Sun	5
+ PDF Chat	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	2017	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	5