Jinjun Xiong

360 papers A* 42A 40B 14C 2Misc 4Journal 174Unranked 83
YearRankTypeTitle / Venue / Authors
2026 J jnl
A New Workflow for Materials Discovery Bridging the Gap Between Experimental Databases and Graph Neural Networks.
CoRR
Brandon Schoener, Yuting Hu, Pasit Wanlapha, Akshay Rengarajan, Ian Moog, Michael Wang, Peihong Zhang, Jinjun Xiong, Hao Zeng
2026 J jnl
AI+HW 2035: Shaping the Next Decade.
CoRR
Deming Chen, Jason Cong, Azalia Mirhoseini, Christos Kozyrakis, Subhasish Mitra, Jinjun Xiong, Cliff Young, Anima Anandkumar, Michael L. Littman, Aron Kirschen, Sophia Shao, Serge Leef, Naresh R. Shanbhag, Dejan S. Milojicic, Michael Schulte, Gert Cauwenberghs, Jerry M. Chow, Tri Dao, Kailash Gopalakrishnan, Richard Ho, Hoshik Kim, Kunle Olukotun, David Z. Pan, Mark Ren, Dan Roth, Aarti Singh, Yizhou Sun, Yusu Wang, Yann LeCun, Ruchir Puri
2026 J jnl
Chain-of-Adaptation: Surgical Vision-Language Adaptation with Reinforcement Learning.
CoRR
Jiajie Li, Chenhui Xu, Meihuan Liu, Jinjun Xiong
2026 J jnl
Correctness-Aware Knowledge Distillation for Enhanced Student Learning.
Trans. Mach. Learn. Res.
Ishan Mishra, Deepak Mishra, Jinjun Xiong
2026 A conf
From Visual to Multimodal Programming: Designing an Interface to Externalize Decomposition Thinking for Novice Learners.
IUI
ChangJae Lee, Qingxiao Zheng, Jinjun Xiong
2026 J jnl
Judging the Judges: Human Validation of Multi-LLM Evaluation for High-Quality K-12 Science Instructional Materials.
CoRR
Peng He, Zhaohui Li, Zeyuan Wang, Jinjun Xiong, Tingting Li
2026 J jnl
Selective Prior Synchronization via SYNC Loss.
CoRR
Ishan Mishra, Jiajie Li, Deepak Mishra, Jinjun Xiong
2025 A conf
A Scalable External Memory Access and On-Chip Storage Architecture for Edge-AI Accelerators : - Multi-Path Rolling Data Refresh and Layer-Wise Bank Allocation -.
ISLPED
Quan Cheng, Huizi Zhang, Qiufeng Li, Yuan Liang, Mingtao Zhang, Zhenzhe Chen, Ruilin Zhang, Jinjun Xiong, Mingqiang Huang, Longyang Lin, Masanori Hashimoto
2025 — conf
AI-Enhanced Speech-Language Intervention Documentation: Opportunities and Design Goals.
AIED (6)
Qingxiao Zheng, Abhinav Choudhry, Zihan Liu, Parisa Rabbani, Yuting Hu, Abbie Olszewski, Yun Huang, Jinjun Xiong
2025 — conf
ASD-HI: A Parent-Child Interaction Dataset for Automated Assessment of Home Intervention.
AIED (1)
Zhaohui Li, Yusuf Akemoglu, Jincheng Lyu, Qingxiao Zheng, Jinjun Xiong
2025 J jnl
Auto-Prompt Ensemble for LLM Judge.
CoRR
Jiajie Li, Huayi Zhang, Peng Lin, Jinjun Xiong, Wei Xu
2025 A* conf
Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework.
IJCAI
Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Chenhui Xu, Qingxiao Zheng, Heng Ji, Jinjun Xiong
2025 J jnl
Breaking the Barriers of One-to-One Usage of Implicit Neural Representation in Image Compression: A Linear Combination Approach With Performance Guarantees.
IEEE Internet Things J.
Sai Sanjeet, Seyyedali Hosseinalipour, Jinjun Xiong, Masahiro Fujita, Bibhu Datta Sahoo
2025 J jnl
Combating Partial Perception Deficit in Autonomous Driving with Multimodal LLM Commonsense.
CoRR
Yuting Hu, Chenhui Xu, Ruiyang Qin, Dancheng Liu, Amir Nassereldine, Yiyu Shi, Jinjun Xiong
2025 J jnl
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.
ACM Trans. Design Autom. Electr. Syst.
Ruiyang Qin, Dancheng Liu, Chenhui Xu, Zheyu Yan, Zhaoxuan Tan, Zhenge Jia, Amir Nassereldine, Jiajie Li, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2025 A* conf
Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble.
DAC
Dancheng Liu, Chenhui Xu, Jiajie Li, Amir Nassereldine, Jinjun Xiong
2025 J jnl
FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks.
CoRR
Chenhui Xu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong
2025 A conf
Genshin: A Generalized Framework with Software-Hardware Co-design and Pruned Fault Injection for Reliability Analysis.
ITC
Quan Cheng, Hao-Yang Chi, Chien-Hsing Liang, Yu-Hong Chao, Huizi Zhang, Yuan Liang, Mingtao Zhang, Wang Liao, Jinjun Xiong, Jing-Jia Liou, Masanori Hashimoto, Longyang Lin
2025 J jnl
Geo-R1: Unlocking VLM Geospatial Reasoning with Cross-View Reinforcement Learning.
CoRR
Chenhui Xu, Fuxun Yu, Michael J. Bianco, Jacob Kovarskiy, Raphael Tang, Qi Zhang, Zirui Xu, Will LeVine, Brandon Dubbs, Heming Liao, Cassandra Burgess, Suvam Bag, Jay Patravali, Rupanjali Kukal, Mikael Figueroa, Rishi Madhok, Nikolaos Karianakis, Jinjun Xiong
2025 J jnl
KidSpeak: A General Multi-purpose LLM for Kids' Speech Recognition and Screening.
CoRR
Rohan Sharma, Dancheng Liu, Jingchen Sun, Shijie Zhou, Jiayu Qin, Jinjun Xiong, Changyou Chen
2025 A conf
LEAF: Lightweight and Efficient Hardware Accelerator for Signature Verification of FALCON.
ICCAD
Samuel Coulon, Jinjun Xiong, Jiafeng Xie
2025 J jnl
LEAF: Lightweight and Efficient Hardware Accelerator for Signature Verification of FALCON.
IACR Cryptol. ePrint Arch.
Samuel Coulon, Jinjun Xiong, Jiafeng Xie
2025 — conf
LORE: Continual Logit Rewriting Fosters Faithful Generation.
EMNLP (Findings)
Charles Yu, Qingyun Wang, Yuting Hu, Jinjun Xiong, Heng Ji
2025 J jnl
Leveraging an LLM-enhanced bilingual conversational agent for EFL children's dialogic reading: Insights from children, parents, and educators.
Comput. Educ. Artif. Intell.
Feiwen Xiao, Zhaohui Li, Jiaju Lin, Xiaohan Zou, Dandan Yang, Ellen Wenting Zou, Jinjun Xiong
2025 J jnl
MORA: AI-Mediated Story-Based practice for Speech Sound Disorder from Clinic to Home.
CoRR
Sumin Hong, Xavier Briggs, Qingxiao Zheng, Yao Du, Jinjun Xiong, Toby Jia-Jun Li
2025 J jnl
MTrain: Enable Efficient CNN Training on Heterogeneous FPGA-Based Edge Servers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yue Tang, Alex K. Jones, Jinjun Xiong, Peipei Zhou, Jingtong Hu
2025 J jnl
MaskOpt: A Large-Scale Mask Optimization Dataset to Advance AI in Integrated Circuit Manufacturing.
CoRR
Yuting Hu, Lei Zhuang, Hua Xiang, Jinjun Xiong, Gi-Joon Nam
2025 A conf
NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs.
DATE
Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, X. Sharon Hu, Yiyu Shi
2025 J jnl
Rebuild AC Power Flow Models with Graph Attention Networks.
CoRR
Yuting Hu, Jinjun Xiong
2025 A* conf
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data.
ICLR
Jiajie Li, Brian R. Quaranto, Chenhui Xu, Ishan Mishra, Ruiyang Qin, Dancheng Liu, Peter C. W. Kim, Jinjun Xiong
2025 J jnl
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data.
CoRR
Jiajie Li, Brian R. Quaranto, Chenhui Xu, Ishan Mishra, Ruiyang Qin, Dancheng Liu, Peter C. W. Kim, Jinjun Xiong
2025 J jnl
SABER: A SQL-Compatible Semantic Document Processing System Based on Extended Relational Algebra.
CoRR
ChangJae Lee, Zhuoyue Zhao, Jinjun Xiong
2025 J jnl
SCOPE: Schoolbook-Originated Novel Polynomial Multiplication Accelerators for NTRU-Based PQC.
IEEE Trans. Very Large Scale Integr. Syst.
Yazheng Tu, Shi Bai, Jinjun Xiong, Jiafeng Xie
2025 — conf
StoryLab: Empowering Personalized Learning for Children Through Teacher-Guided Multimodal Story Generation.
AIED (5)
Zhaohui Li, Feiwen Xiao, Jiaju Lin, Xiaohan Zou, Qingxiao Zheng, Jinjun Xiong
2025 A* conf
Sub-Sequential Physics-Informed Learning with State Space Model.
ICML
Chenhui Xu, Dancheng Liu, Yuting Hu, Jiajie Li, Ruiyang Qin, Qingxiao Zheng, Jinjun Xiong
2025 J jnl
Sub-Sequential Physics-Informed Learning with State Space Model.
CoRR
Chenhui Xu, Dancheng Liu, Yuting Hu, Jiajie Li, Ruiyang Qin, Qingxiao Zheng, Jinjun Xiong
2025 A conf
Tenpura: A General Transient Fault Evaluation and Scope Narrowing Platform for Ultra-fast Reliability Analysis.
ICCAD
Quan Cheng, Huizi Zhang, Chien-Hsing Liang, Mingtao Zhang, Jing-Jia Liou, Jinjun Xiong, Longyang Lin, Masanori Hashimoto
2025 A conf
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on Edge.
ICCAD
Ruiyang Qin, Dancheng Liu, Gelei Xu, Amir Nassereldine, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2025 Misc conf
Towards Precision Characterization of Communication Disorders using Models of Perceived Pragmatic Similarity.
ICASSP
Nigel G. Ward, Andres Segura, Georgina Bugarini, Heike Lehnert-LeHouillier, Dancheng Liu, Jinjun Xiong, Olac Fuentes
2025 J jnl
Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation.
CoRR
Dancheng Liu, Amir Nassereldine, Chenhui Xu, Jinjun Xiong
2025 J jnl
Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability.
CoRR
Chenhui Xu, Dancheng Liu, Jiajie Li, Amir Nassereldine, Zhaohui Li, Jinjun Xiong
2024 J jnl
"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education.
CoRR
Kyrie Zhixuan Zhou, Zachary Kilhoffer, Madelyn Rose Sanfilippo, Ted Underwood, Ece Gumusel, Mengyi Wei, Abhinav Choudhry, Jinjun Xiong
2024 — conf
AI-Driven Support for People with Speech & Language Difficulties.
CHI Extended Abstracts
Aayushi Dangol, Yun Huang, Srirangaraj Setlur, Adele Smolansky, Hariharan Subramonyam, Hyewon Suh, Jinjun Xiong, Julie A. Kientz
2024 J jnl
Achieving the Asymptotically Minimax Optimal Sample Complexity of Offline Reinforcement Learning: A DRO-Based Approach.
Trans. Mach. Learn. Res.
Yue Wang, Jinjun Xiong, Shaofeng Zou
2024 — conf
AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction.
EACL (1)
Bhavya, Shradha Sehgal, Jinjun Xiong, ChengXiang Zhai
2024 J jnl
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges.
CoRR
Dancheng Liu, Jason Yang, Ishan Albrecht-Buehler, Helen Qin, Sophie Li, Yuting Hu, Amir Nassereldine, Jinjun Xiong
2024 J jnl
Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting.
CoRR
Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Heng Ji, Jinjun Xiong
2024 J jnl
CHEF: A Framework for Deploying Heterogeneous Models on Clusters With Heterogeneous FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yue Tang, Yukai Song, Naveena Elango, Sheena Ratnam Priya, Alex K. Jones, Jinjun Xiong, Peipei Zhou, Jingtong Hu
2024 J jnl
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.
CoRR
Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2024 J jnl
Ensembler: Combating model inversion attacks using model ensemble during collaborative inference.
CoRR
Dancheng Liu, Jinjun Xiong
2024 J jnl
Ethics, Governance, and User Mental Models for Large Language Models in Computing Education.
XRDS
Kyrie Zhixuan Zhou, Zachary Kilhoffer, Madelyn Rose Sanfilippo, Ted Underwood, Ece Gumusel, Mengyi Wei, Abhinav Choudhry, Jinjun Xiong
2024 J jnl
FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data.
CoRR
Dancheng Liu, Jinjun Xiong
2024 B conf
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models : (Invited Paper).
ASPDAC
Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi
2024 J jnl
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models.
CoRR
Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi
2024 J jnl
From Keyboard to Chatbot: An AI-powered Integration Platform with Large-Language Models for Teaching Computational Thinking for Young Children.
CoRR
ChangJae Lee, Jinjun Xiong
2024 A* conf
Infinite-Dimensional Feature Interaction.
NeurIPS
Chenhui Xu, Fuxun Yu, Maoliang Li, Zihao Zheng, Zirui Xu, Jinjun Xiong, Xiang Chen
2024 J jnl
Infinite-Dimensional Feature Interaction.
CoRR
Chenhui Xu, Fuxun Yu, Maoliang Li, Zihao Zheng, Zirui Xu, Jinjun Xiong, Xiang Chen
2024 J jnl
LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning.
CoRR
Jiajie Li, Garrett Skinner, Gene Yang, Brian R. Quaranto, Steven D. Schwaitzberg, Peter C. W. Kim, Jinjun Xiong
2024 J jnl
Large Language Models have Intrinsic Self-Correction Ability.
CoRR
Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, ChangJae Lee, Jinjun Xiong
2024 J jnl
NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs.
CoRR
Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, Xiaobo Sharon Hu, Yiyu Shi
2024 — conf
OpenVideoWalls: an Open-Source System for Building Video Walls with Recycling Heterogeneous Displays.
MMAsia
Zichen Zhu, Zhongze Tang, Amir Nassereldine, Jinjun Xiong, Sheng Wei
2024 J jnl
PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics.
CoRR
Amir Nassereldine, Dancheng Liu, Chenhui Xu, Jinjun Xiong
2024 A ed.
Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2024, Newark Liberty International Airport Marriott, NJ, USA, October 27-31, 2024
ICCAD
Jinjun Xiong, Robert Wille
2024 J jnl
QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation.
CoRR
Chenhui Xu, Xinyao Wang, Fuxun Yu, Jinjun Xiong, Xiang Chen
2024 B conf
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks.
ASPDAC
Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen
2024 A conf
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
ICCAD
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024 J jnl
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
CoRR
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024 J jnl
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge.
CoRR
Ruiyang Qin, Dancheng Liu, Gelei Xu, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2024 J jnl
Towards Precision Characterization of Communication Disorders using Models of Perceived Pragmatic Similarity.
CoRR
Nigel G. Ward, Andres Segura, Georgina Bugarini, Heike Lehnert-LeHouillier, Dancheng Liu, Jinjun Xiong, Olac Fuentes
2024 — conf
Towards Responsible Use of Large Multi-modal AI to Analyze Human Social Behaviors.
CSCW Companion
Qingxiao Zheng, Xi Lu, Qiao Jin, Jitesh Jain, Hedda Meadan-Kaplansky, Humphrey Shi, Jinjun Xiong, Yun Huang
2024 B conf
UniNet: Accelerating the Container Network Data Plane in IaaS Clouds.
CLOUD
Yuan Ma, Scott Smith, Bill Gropp, Hubertus Franke, Bharat Sukhwani, Sameh W. Asaad, Jinjun Xiong, Volodymyr V. Kindratenko, Deming Chen
2024 J jnl
xMLP: Revolutionizing Private Inference with Exclusive Square Activation.
CoRR
Jiajie Li, Jinjun Xiong
2023 B conf
BEEP: Balanced Efficient subgraph Enumeration in Parallel.
ICPP
Samiran Kawtikwar, Mohammad Almasri, Wen-Mei Hwu, Rakesh Nagi, Jinjun Xiong
2023 A* conf
CAM: A Large Language Model-based Creative Analogy Mining Framework.
WWW
Bhavya, Jinjun Xiong, ChengXiang Zhai
2023 J jnl
CODAG: Characterizing and Optimizing Decompression Algorithms for GPUs.
CoRR
Jeongmin Brian Park, Zaid Qureshi, Vikram S. Mailthody, Andrew Gacek, Shunfan Shao, Mohammad Almasri, Isaac Gelado, Jinjun Xiong, Chris J. Newburn, I-Hsin Chung, Michael Garland, Nikolay Sakharnykh, Wen-mei W. Hwu
2023 — conf
Can Language Models Be Specific? How?
ACL (Findings)
Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu
2023 J jnl
Distributionally Robust Optimization Efficiently Solves Offline Reinforcement Learning.
CoRR
Yue Wang, Yuting Hu, Jinjun Xiong, Shaofeng Zou
2023 A* conf
Extensible and Efficient Proxy for Neural Architecture Search.
ICCV
Yuhong Li, Jiajie Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen
2023 — conf
GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture.
ASPLOS (2)
Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-mei W. Hwu
2023 J jnl
Image Harmonization with Diffusion Model.
CoRR
Jiajie Li, Jian Wang, Chen Wang, Jinjun Xiong
2023 B conf
Parallelizing Maximal Clique Enumeration on GPUs.
PACT
Mohammad Almasri, Yen-Hsiang Chang, Izzat El Hajj, Rakesh Nagi, Jinjun Xiong, Wen-mei W. Hwu
2023 J jnl
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks.
CoRR
Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen
2023 A* conf
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network.
NeurIPS
Yuting Hu, Jiajie Li, Florian Klemme, Gi-Joon Nam, Tengfei Ma, Hussam Amrouch, Jinjun Xiong
2022 J jnl
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale.
CoRR
Kyrie Zhixuan Zhou, Jiao Sun, Jiaxin Pei, Nanyun Peng, Jinjun Xiong
2022 — conf
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction.
NAACL-HLT
Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Oluwasanmi Koyejo
2022 J jnl
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction.
CoRR
Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Sanmi Koyejo
2022 J jnl
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT.
CoRR
Bhavya, Jinjun Xiong, ChengXiang Zhai
2022 J jnl
BaM: A Case for Enabling Fine-grain High Throughput GPU-Orchestrated Access to Storage.
CoRR
Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-mei W. Hwu
2022 J jnl
Can Language Models Be Specific? How?
CoRR
Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu
2022 A* conf
Contrastive Learning with Complex Heterogeneity.
KDD
Lecheng Zheng, Jinjun Xiong, Yada Zhu, Jingrui He
2022 A* conf
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships.
EMNLP
Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu
2022 J jnl
DKG: A Descriptive Knowledge Graph for Explaining Relationships between Entities.
CoRR
Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu
2022 J jnl
Excel Spreadsheet Analyzer.
CoRR
Amir Nassereldine, Patrick Chen, Jinjun Xiong
2022 J jnl
Exploring HW/SW Co-Design for Video Analysis on CPU-FPGA Heterogeneous Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xiaofan Zhang, Yuan Ma, Jinjun Xiong, Wen-mei W. Hwu, Volodymyr V. Kindratenko, Deming Chen
2022 J jnl
Extensible Proxy for Efficient NAS.
CoRR
Yuhong Li, Jiajie Li, Cong Han, Pan Li, Jinjun Xiong, Deming Chen
2022 A* conf
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling.
ICML
Hongkang Li, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2022 J jnl
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling.
CoRR
Hongkang Li, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2022 A* conf
Graph Neural Network Training and Data Tiering.
KDD
Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-Mei Hwu
2022 — conf
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation.
ASP-DAC
Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
2022 J jnl
HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation.
CoRR
Yao Chen, Junhao Pan, Xinheng Liu, Jinjun Xiong, Deming Chen
2022 J jnl
How does unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis.
CoRR
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2022 A* conf
How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis.
ICLR
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2022 — conf
Open Relation Modeling: Learning to Define Relations between Entities.
ACL (Findings)
Jie Huang, Kevin Chang, Jinjun Xiong, Wen-Mei Hwu
2022 A conf
PARSEC: PARallel Subgraph Enumeration in CUDA.
IPDPS
Vibhor Dodeja, Mohammad Almasri, Rakesh Nagi, Jinjun Xiong, Wen-Mei Hwu
2022 A conf
Parallel K-clique counting on GPUs.
ICS
Mohammad Almasri, Izzat El Hajj, Rakesh Nagi, Jinjun Xiong, Wen-Mei Hwu
2022 J jnl
Parallelizing Maximal Clique Enumeration on GPUs.
CoRR
Mohammad Almasri, Yen-Hsiang Chang, Izzat El Hajj, Rakesh Nagi, Jinjun Xiong, Wen-mei W. Hwu
2022 A ed.
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2022, San Diego, California, USA, 30 October 2022 - 3 November 2022
ICCAD
Tulika Mitra, Evangeline F. Y. Young, Jinjun Xiong
2022 — conf
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration.
MLSys
Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen
2022 J jnl
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration.
CoRR
Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen
2022 J jnl
Submission-Aware Reviewer Profiling for Reviewer Recommender System.
CoRR
Omer Anjum, Alok Kamatar, Toby Liang, Jinjun Xiong, Wen-Mei Hwu
2022 A* conf
Understanding Jargon: Combining Extraction and Generation for Definition Modeling.
EMNLP
Jie Huang, Hanyin Shao, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu
2022 J jnl
VisualNet: An End-to-End Human Visual System Inspired Framework to Reduce Inference Latency of Deep Neural Networks.
IEEE Trans. Computers
Tianchen Wang, Jiawei Zhang, Jinjun Xiong, Song Bian, Zheyu Yan, Meiping Huang, Jian Zhuang, Takashi Sato, Xiaowei Xu, Yiyu Shi
2021 — ed.
34th IEEE International System-on-Chip Conference, SOCC 2021, Las Vegas, NV, USA, September 14-17, 2021
SOCC
Gang Qu, Jinjun Xiong, Danella Zhao, Venki Muthukumar, Md Farhadur Reza, Ramalingam Sridhar
2021 J jnl
Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow.
CoRR
Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Jinjun Xiong, Yiyu Shi, Weiwen Jiang
2021 J jnl
Efficient Methods for Mapping Neural Machine Translator on FPGAs.
IEEE Trans. Parallel Distributed Syst.
Qin Li, Xiaofan Zhang, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2021 J jnl
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design.
CoRR
Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen
2021 J jnl
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign.
IEEE Des. Test
Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen
2021 J jnl
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs.
CoRR
Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Jinjun Xiong, Yiyu Shi, Weiwen Jiang
2021 A* conf
Generic Neural Architecture Search via Regression.
NeurIPS
Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen
2021 J jnl
Generic Neural Architecture Search via Regression.
CoRR
Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen
2021 A* conf
Global Prosody Style Transfer Without Text Transcriptions.
ICML
Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David D. Cox, Mark Hasegawa-Johnson
2021 J jnl
Global Rhythm Style Transfer Without Text Transcriptions.
CoRR
Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David D. Cox, Mark Hasegawa-Johnson
2021 J jnl
Graph Neural Network Training with Data Tiering.
CoRR
Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-mei W. Hwu
2021 — conf
Graviton: A Reconfigurable Memory-Compute Fabric for Data Intensive Applications.
ARC
Ashutosh Dhar, Paul Reckamp, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2021 J jnl
Guest Editors' Introduction: Machine Intelligence at the Edge.
IEEE Des. Test
Luca Benini, Deming Chen, Jinjun Xiong, Zhiru Zhang
2021 A* conf
Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration.
DAC
Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen
2021 J jnl
Heterogeneous Contrastive Learning.
CoRR
Lecheng Zheng, Yada Zhu, Jingrui He, Jinjun Xiong
2021 J jnl
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation.
CoRR
Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
2021 — conf
HyKernel: A Hybrid Selection of One/Two-Phase Kernels for Triangle Counting on GPUs.
HPEC
Mohammad Almasri, Neo Vasudeva, Rakesh Nagi, Jinjun Xiong, Wen-Mei Hwu
2021 J jnl
Improved Linear Convergence of Training CNNs With Generalizability Guarantees: A One-Hidden-Layer Case.
IEEE Trans. Neural Networks Learn. Syst.
Shuai Zhang, Meng Wang, Jinjun Xiong, Sijia Liu, Pin-Yu Chen
2021 A* conf
Interpretable Visual Reasoning via Induced Symbolic Space.
ICCV
Zhonghao Wang, Kai Wang, Mo Yu, Jinjun Xiong, Wen-Mei Hwu, Mark Hasegawa-Johnson, Humphrey Shi
2021 J jnl
K-Clique Counting on GPUs.
CoRR
Mohammad Almasri, Izzat El Hajj, Rakesh Nagi, Jinjun Xiong, Wen-mei W. Hwu
2021 J jnl
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture.
CoRR
Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021 J jnl
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture.
Proc. VLDB Endow.
Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021 J jnl
MLHarness: A Scalable Benchmarking System for MLCommons.
CoRR
Yen-Hsiang Chang, Jianhao Pu, Wen-mei W. Hwu, Jinjun Xiong
2021 — conf
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach.
ACL/IJCNLP (1)
Jie Huang, Kevin Chang, Jinjun Xiong, Wen-Mei Hwu
2021 J jnl
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach.
CoRR
Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei W. Hwu
2021 J jnl
Open Relation Modeling: Learning to Define Relations between Entities.
CoRR
Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei W. Hwu
2021 A conf
PhraseScope: An Effective and Unsupervised Framework for Mining High Quality Phrases.
SDM
Omer Anjum, Mohammad Almasri, Jinjun Xiong, Wen-mei W. Hwu
2021 — conf
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection.
CVPR Workshops
Jiachen Li, Bowen Cheng, Rogério Feris, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Humphrey Shi
2021 J jnl
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection.
CoRR
Jiachen Li, Bowen Cheng, Rogério Feris, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Humphrey Shi
2021 J jnl
PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses.
CoRR
Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021 J jnl
Safer Illinois and RokWall: Privacy Preserving University Health Apps for COVID-19.
CoRR
Vikram Sharma Mailthody, James Wei, Nicholas Chen, Mohammad Behnia, Ruihao Yao, Qihao Wang, Vedant Agrawal, Churan He, Lijian Wang, Leihao Chen, Amit Agarwal, Edward Richter, Wen-Mei Hwu, Christopher W. Fletcher, Jinjun Xiong, Andrew Miller, Sanjay Patel
2021 A conf
TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes.
HPDC
Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu
2021 A* conf
Trillion-scale Graph Processing Simulation based on Top-Down Graph Upscaling.
ICDE
Himchan Park, Jinjun Xiong, Min-Soo Kim
2021 — conf
When Machine Learning Meets Quantum Computers: A Case Study.
ASP-DAC
Weiwen Jiang, Jinjun Xiong, Yiyu Shi
2021 J jnl
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks.
CoRR
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2021 A* conf
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks.
NeurIPS
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2020 A* conf
A Multi-Perspective Architecture for Semantic Code Search.
ACL
Rajarshi Haldar, Lingfei Wu, Jinjun Xiong, Julia Hockenmaier
2020 J jnl
A Multi-Perspective Architecture for Semantic Code Search.
CoRR
Rajarshi Haldar, Lingfei Wu, Jinjun Xiong, Julia Hockenmaier
2020 J jnl
Achieve data privacy and clustering accuracy simultaneously through quantized data recovery.
EURASIP J. Adv. Signal Process.
Ren Wang, Meng Wang, Jinjun Xiong
2020 — conf
Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation.
CVPR Workshops
Zhonghao Wang, Yunchao Wei, Rogério Schmidt Feris, Jinjun Xiong, Wen-mei W. Hwu, Thomas S. Huang, Honghui Shi
2020 J jnl
Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation.
CoRR
Zhonghao Wang, Yunchao Wei, Rogério Feris, Jinjun Xiong, Wen-Mei Hwu, Thomas S. Huang, Honghui Shi
2020 — conf
At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation.
HPEC
Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-Mei Hwu
2020 A conf
Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs.
IPDPS
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
2020 J jnl
Can Quantum Computers Learn Like Classical Computers? A Co-Design Framework for Machine Learning and Quantum Circuits.
CoRR
Weiwen Jiang, Jinjun Xiong, Yiyu Shi
2020 A conf
Challenges for Building a Cloud Native Scalable and Trustable Multi-tenant AIoT Platform.
ICCAD
Jinjun Xiong, Huamin Chen
2020 B conf
DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs.
ICPE
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
2020 — conf
DLSpec: A Deep Learning Task Exchange Specification.
OpML
Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-mei W. Hwu
2020 J jnl
DLSpec: A Deep Learning Task Exchange Specification.
CoRR
Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-Mei Hwu
2020 A conf
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator.
ICCAD
Xiaofan Zhang, Hanchen Ye, Junsong Wang, Yonghua Lin, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2020 J jnl
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator.
CoRR
Xiaofan Zhang, Hanchen Ye, Junsong Wang, Yonghua Lin, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2020 A* conf
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation.
CVPR
Zhonghao Wang, Mo Yu, Yunchao Wei, Rogério Feris, Jinjun Xiong, Wen-Mei Hwu, Thomas S. Huang, Honghui Shi
2020 J jnl
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation.
CoRR
Zhonghao Wang, Mo Yu, Yunchao Wei, Rogério Schmidt Feris, Jinjun Xiong, Wen-Mei Hwu, Thomas S. Huang, Honghui Shi
2020 A* conf
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions.
DAC
Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2020 J jnl
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions.
CoRR
Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2020 J jnl
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs.
CoRR
Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-mei W. Hwu
2020 J jnl
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs.
Proc. VLDB Endow.
Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-Mei Hwu
2020 — conf
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices.
ACM Great Lakes Symposium on VLSI
Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2020 J jnl
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices.
CoRR
Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2020 J jnl
Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020.
CoRR
Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-mei W. Hwu
2020 J jnl
Efficient Neural Network Implementation with Quadratic Neuron.
CoRR
Zirui Xu, Jinjun Xiong, Fuxun Yu, Xiang Chen
2020 — conf
Exploring Semantic Capacity of Terms.
EMNLP (1)
Jie Huang, Zilong Wang, Kevin Chang, Wen-Mei Hwu, Jinjun Xiong
2020 J jnl
Exploring Semantic Capacity of Terms.
CoRR
Jie Huang, Zilong Wang, Kevin Chen-Chuan Chang, Wen-Mei Hwu, Jinjun Xiong
2020 A* conf
FReaC Cache: Folded-logic Reconfigurable Computing in the Last Level Cache.
MICRO
Ashutosh Dhar, Xiaohao Wang, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-mei W. Hwu, Nam Sung Kim, Deming Chen
2020 J jnl
Fast CUDA-Aware MPI Datatypes without Platform Support.
CoRR
Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu
2020 A* conf
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case.
ICML
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2020 J jnl
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case.
CoRR
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2020 Misc conf
Guaranteed Convergence of Training Convolutional Neural Networks via Accelerated Gradient Descent.
CISS
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
2020 — conf
ICA-UNet: ICA Inspired Statistical UNet for Real-Time 3D Cardiac Cine MRI Segmentation.
MICCAI (6)
Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi
2020 J jnl
ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation.
CoRR
Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi
2020 J jnl
Interpretable Visual Reasoning via Induced Symbolic Space.
CoRR
Zhonghao Wang, Mo Yu, Kai Wang, Jinjun Xiong, Wen-Mei Hwu, Mark Hasegawa-Johnson, Humphrey Shi
2020 J jnl
MLModelScope: A Distributed Platform for Model Evaluation and Benchmarking at Scale.
CoRR
Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-Mei Hwu
2020 — conf
Micro - GAGE: A Low-power Compact GAGE Hash Function Processor for IoT Applications.
ICECS
Mohamed El-Hadedy, Martin Margala, Sergiu Mosanu, Danilo Gligoroski, Jinjun Xiong, Wen-Mei Hwu
2020 — conf
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising.
ISBI
Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi
2020 J jnl
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising.
CoRR
Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi
2020 — conf
Node-Aware Stencil Communication for Heterogeneous Supercomputers.
IPDPS Workshops
Carl Pearson, Mert Hidayetoglu, Mohammad Almasri, Omer Anjum, I-Hsin Chung, Jinjun Xiong, Wen-mei W. Hwu
2020 J jnl
On Interpretability of Artificial Neural Networks.
CoRR
Fenglei Fan, Jinjun Xiong, Ge Wang
2020 — conf
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases.
ECCV (23)
Ren Wang, Gaoyuan Zhang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong, Meng Wang
2020 J jnl
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases.
CoRR
Ren Wang, Gaoyuan Zhang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong, Meng Wang
2020 Misc conf
Quantized Higher-Order Tensor Recovery by Exploring Low-Dimensional Structures.
ACSSC
Ren Wang, Meng Wang, Jinjun Xiong
2020 — conf
Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off.
CVPR Workshops
Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
2020 — conf
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems.
MLSys
Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-Mei Hwu, Deming Chen
2020 J jnl
Tearing Down the Memory Wall.
CoRR
Zaid Qureshi, Vikram Sharma Mailthody, Seungwon Min, I-Hsin Chung, Jinjun Xiong, Wen-mei W. Hwu
2020 J jnl
Tensor recovery from noisy and multi-level quantized measurements.
EURASIP J. Adv. Signal Process.
Ren Wang, Meng Wang, Jinjun Xiong
2020 B conf
The Design and Implementation of a Scalable Deep Learning Benchmarking Platform.
CLOUD
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-mei W. Hwu
2020 — conf
Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation.
MIDL
Yukun Ding, Jinglan Liu, Xiaowei Xu, Meiping Huang, Jian Zhuang, Jinjun Xiong, Yiyu Shi
2020 J jnl
Universal approximation with quadratic deep networks.
Neural Networks
Fenglei Fan, Jinjun Xiong, Ge Wang
2020 — conf
Vertext: An End-to-end AI Powered Conversation Management System for Multi-party Chat Platforms.
CSCW Companion
Omer Anjum, Chak Ho Chan, Tanitpong Lawphongpanich, Yucheng Liang, Tianyi Tang, Shuchen Zhang, Wen-Mei Hwu, Jinjun Xiong, Sanjay Patel
2020 J jnl
When Machine Learning Meets Quantum Computers: A Case Study.
CoRR
Weiwen Jiang, Jinjun Xiong, Yiyu Shi
2020 A conf
XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs.
IPDPS
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wei Wei, Lingjie Xu, Wen-Mei Hwu
2019 J jnl
A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices.
CoRR
Xiaofan Zhang, Cong Hao, Yuhong Li, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2019 J jnl
A Retrospective Recount of Computer Architecture Research with a Data-Driven Study of Over Four Decades of ISCA Publications.
CoRR
Omer Anjum, Wen-Mei Hwu, Jinjun Xiong
2019 — conf
Accelerating Sparse Deep Neural Networks on FPGAs.
HPEC
Sitao Huang, Carl Pearson, Rakesh Nagi, Jinjun Xiong, Deming Chen, Wen-mei W. Hwu
2019 A conf
Accelerating reduction and scan using tensor core units.
ICS
Abdul Dakkak, Cheng Li, Jinjun Xiong, Isaac Gelado, Wen-mei W. Hwu
2019 J jnl
Across-Stack Profiling and Characterization of Machine Learning Models on GPUs.
CoRR
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wei Wei, Lingjie Xu, Wen-Mei Hwu
2019 B conf
Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device.
FPL
Seungwon Min, Sitao Huang, Mohamed El-Hadedy, Jinjun Xiong, Deming Chen, Wen-Mei Hwu
2019 J jnl
Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device.
CoRR
Seungwon Min, Sitao Huang, Mohamed El-Hadedy, Jinjun Xiong, Deming Chen, Wen-Mei Hwu
2019 J jnl
Automatic Curation of Sports Highlights Using Multimodal Excitement Features.
IEEE Trans. Multim.
Michele Merler, Khoi-Nguyen C. Mac, Dhiraj Joshi, Quoc-Bao Nguyen, Stephen Hammer, John Kent, Jinjun Xiong, Minh N. Do, John R. Smith, Rogério Schmidt Feris
2019 J jnl
Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs.
CoRR
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
2019 J jnl
Challenges and Pitfalls of Reproducing Machine Learning Artifacts.
CoRR
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
2019 J jnl
DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs.
CoRR
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-mei W. Hwu
2019 J jnl
Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era.
CoRR
Gabrielle Allen, Igor Andreoni, Etienne Bachelet, G. Bruce Berriman, Federica B. Bianco, Rahul Biswas, Matias Carrasco Kind, Kyle Chard, Minsik Cho, Philip S. Cowperthwaite, Zachariah B. Etienne, Daniel George, Tom Gibbs, Matthew J. Graham, William Gropp, Anushri Gupta, Roland Haas, Eliu A. Huerta, Elise Jennings, Daniel S. Katz, Asad Khan, Volodymyr V. Kindratenko, William T. C. Kramer, Xin Liu, Ashish Mahabal, Kenton McHenry, J. M. Miller, Mark S. Neubauer, Steve Oberlin, Alexander Reinefeld, Shawn Rosofsky, Milton Ruiz, Aaron Saxton, Bernard F. Schutz, Alexander G. Schwing, Ed Seidel, Stuart L. Shapiro, Hongyu Shen, Yue Shen, Brigitta Miksztai-Réthey, Lunan Sun, John Towns, Antonios Tsokaros, Wei Wei, Jack Wells, Timothy J. Williams, Jinjun Xiong, Zhizhen Zhao
2019 A* conf
DeepStore: In-Storage Acceleration for Intelligent Queries.
MICRO
Vikram Sharma Mailthody, Zaid Qureshi, Weixin Liang, Ziyan Feng, Simon Garcia De Gonzalo, Youjie Li, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-Mei Hwu
2019 J jnl
Document Similarity for Texts of Varying Lengths via Hidden Topics.
CoRR
Hongyu Gong, Tarek Sakakini, Suma Bhat, Jinjun Xiong
2019 J jnl
ELFISH: Resource-Aware Federated Learning on Heterogeneous Edge Devices.
CoRR
Zirui Xu, Zhao Yang, Jinjun Xiong, Jianlei Yang, Xiang Chen
2019 J jnl
Enabling real-time multi-messenger astrophysics discoveries with deep learning.
CoRR
Eliu A. Huerta, Gabrielle Allen, Igor Andreoni, Javier Mauricio Antelis, Etienne Bachelet, G. Bruce Berriman, Federica B. Bianco, Rahul Biswas, Matias Carrasco Kind, Kyle Chard, Minsik Cho, Philip S. Cowperthwaite, Zachariah B. Etienne, Maya Fishbach, Francisco Förster, Daniel George, Tom Gibbs, Matthew J. Graham, William Gropp, Robert A. Gruendl, Anushri Gupta, Roland Haas, Sarah Habib, Elise Jennings, Margaret W. G. Johnson, Erik Katsavounidis, Daniel S. Katz, Asad Khan, Volodymyr V. Kindratenko, William T. C. Kramer, Xin Liu, Ashish Mahabal, Zsuzsa Márka, Kenton McHenry, Jonah Miller, Claudia Moreno, Mark S. Neubauer, Steve Oberlin, Alexander R. Olivas, Donald Petravick, Adam Rebei, Shawn Rosofsky, Milton Ruiz, Aaron Saxton, Bernard F. Schutz, Alexander G. Schwing, Ed Seidel, Stuart L. Shapiro, Hongyu Shen, Yue Shen, Leo Singer, Brigitta M. Sipocz, Lunan Sun, John Towns, Antonios Tsokaros, Wei Wei, Jack Wells, Timothy J. Williams, Jinjun Xiong, Zhizhen Zhao
2019 — conf
Equipping Educational Applications with Domain Knowledge.
BEA@ACL
Tarek Sakakini, Hongyu Gong, Jong Yoon Lee, Robert Schloss, Jinjun Xiong, Suma Bhat
2019 B conf
Evaluating Characteristics of CUDA Communication Primitives on High-Bandwidth Interconnects.
ICPE
Carl Pearson, Abdul Dakkak, Sarah Hashash, Cheng Li, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu
2019 J jnl
Evaluation of Neural Network Uncertainty Estimation with Application to Resource-Constrained Platforms.
CoRR
Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
2019 A* conf
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge.
DAC
Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong, Kyle Rupnow, Wen-Mei Hwu, Deming Chen
2019 J jnl
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge.
CoRR
Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong, Kyle Rupnow, Wen-Mei Hwu, Deming Chen
2019 — conf
Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method.
TextGraphs@EMNLP
Qingkai Zeng, Mengxia Yu, Wenhao Yu, Jinjun Xiong, Yiyu Shi, Meng Jiang
2019 A* conf
FlatFlash: Exploiting the Byte-Accessibility of SSDs within a Unified Memory-Storage Hierarchy.
ASPLOS
Ahmed H. M. O. Abulila, Vikram Sharma Mailthody, Zaid Qureshi, Jian Huang, Nam Sung Kim, Jinjun Xiong, Wen-mei W. Hwu
2019 — conf
Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS.
ASP-DAC
Qin Li, Xiaofan Zhang, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2019 A* conf
Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection.
ICCV
Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh, Jinjun Xiong, Rogério Schmidt Feris, Minh N. Do
2019 B conf
MLModelScope: Evaluate and Introspect Cognitive Pipelines.
SERVICES
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
2019 — conf
MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation.
MICCAI (2)
Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi
2019 J jnl
MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation.
CoRR
Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Yiyu Shi, Haiyun Yuan, Meiping Huang, Jian Zhuang
2019 A conf
NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving.
ICCAD
Cong Hao, Yao Chen, Xinheng Liu, Atif Sarwari, Daryl Sew, Ashutosh Dhar, Bryan Wu, Dongdong Fu, Jinjun Xiong, Wen-Mei Hwu, Junli Gu, Deming Chen
2019 J jnl
NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving.
CoRR
Cong Hao, Yao Chen, Xinheng Liu, Atif Sarwari, Daryl Sew, Ashutosh Dhar, Bryan Wu, Dongdong Fu, Jinjun Xiong, Wen-Mei Hwu, Junli Gu, Deming Chen
2019 — conf
Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads.
ISVLSI
Ashutosh Dhar, Sitao Huang, Jinjun Xiong, Damir A. Jamsek, Bruno Mesnet, Jian Huang, Nam Sung Kim, Wen-mei W. Hwu, Deming Chen
2019 — conf
On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks.
ICLR (Poster)
Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
2019 — conf
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space.
EMNLP/IJCNLP (1)
Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong
2019 J jnl
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space.
CoRR
Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong
2019 — conf
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus.
NAACL-HLT (1)
Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-mei W. Hwu
2019 J jnl
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus.
CoRR
Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-Mei Hwu
2019 A* conf
SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection.
AAAI
Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi
2019 J jnl
SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection.
CoRR
Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi
2019 A* conf
SPGNet: Semantic Prediction Guidance for Scene Parsing.
ICCV
Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Honghui Shi
2019 J jnl
SPGNet: Semantic Prediction Guidance for Scene Parsing.
CoRR
Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Honghui Shi
2019 J jnl
SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection.
CoRR
Xiaofan Zhang, Cong Hao, Haoming Lu, Jiachen Li, Yuhong Li, Yuchen Fan, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-Mei Hwu, Deming Chen
2019 J jnl
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems.
CoRR
Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-mei W. Hwu, Deming Chen
2019 J jnl
Tensor Recovery from Noisy and Multi-Level Quantized Measurements.
CoRR
Ren Wang, Meng Wang, Jinjun Xiong
2019 J jnl
The Design and Implementation of a Scalable DL Benchmarking Platform.
CoRR
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-mei W. Hwu
2019 B conf
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep Learning Inference in Function-as-a-Service.
CLOUD
Abdul Dakkak, Cheng Li, Simon Garcia De Gonzalo, Jinjun Xiong, Wen-Mei Hwu
2019 — conf
Update on Triangle Counting on GPU.
HPEC
Carl Pearson, Mohammad Almasri, Omer Anjum, Vikram S. Mailthody, Zaid Qureshi, Rakesh Nagi, Jinjun Xiong, Wen-mei W. Hwu
2019 — conf
Update on k-truss Decomposition on GPU.
HPEC
Mohammad Almasri, Omer Anjum, Carl Pearson, Zaid Qureshi, Vikram S. Mailthody, Rakesh Nagi, Jinjun Xiong, Wen-mei W. Hwu
2018 J jnl
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization.
CoRR
Bowen Cheng, Yunchao Wei, Jiahui Yu, Shiyu Chang, Jinjun Xiong, Wen-mei W. Hwu, Thomas S. Huang, Humphrey Shi
2018 Misc conf
AccDNN: An IP-Based DNN Generator for FPGAs.
FCCM
Xiaofan Zhang, Junsong Wang, Chao Zhu, Yonghua Lin, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2018 J jnl
Accelerating Reduction and Scan Using Tensor Core Units.
CoRR
Abdul Dakkak, Cheng Li, Isaac Gelado, Jinjun Xiong, Wen-mei W. Hwu
2018 A* conf
Application-Transparent Near-Memory Processing Architecture with Memory Channel Network.
MICRO
Mohammad Alian, Seungwon Min, Hadi Asgharimoghaddam, Ashutosh Dhar, Dong Kai Wang, Thomas Roewer, Adam J. McPadden, Oliver O'Halloran, Deming Chen, Jinjun Xiong, Daehoon Kim, Wen-mei W. Hwu, Nam Sung Kim
2018 B conf
Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorth.
CBMS
Indranil Palit, Lin Yang, Yue Ma, Danny Z. Chen, Michael T. Niemier, Jinjun Xiong, Xiaobo Sharon Hu
2018 — conf
Collaborative (CPU + GPU) Algorithms for Triangle Counting and Truss Decomposition.
HPEC
Vikram S. Mailthody, Ketan Date, Zaid Qureshi, Carl Pearson, Rakesh Nagi, Jinjun Xiong, Wen-Mei Hwu
2018 C conf
Computational Creativity for Valid Rube Goldberg Machines.
ICCC
Jinjun Xiong, Xiou Ge, Lav R. Varshney
2018 A conf
DNNBuilder: an automated tool for building high-performance DNN hardware accelerators for FPGAs.
ICCAD
Xiaofan Zhang, Junsong Wang, Chao Zhu, Yonghua Lin, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2018 J jnl
Data Recovery and Subspace Clustering From Quantized and Corrupted Measurements.
IEEE J. Sel. Top. Signal Process.
Ren Wang, Meng Wang, Jinjun Xiong
2018 J jnl
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection.
CoRR
Bowen Cheng, Yunchao Wei, Rogério Schmidt Feris, Jinjun Xiong, Wen-mei W. Hwu, Thomas S. Huang, Honghui Shi
2018 — conf
Document Similarity for Texts of Varying Lengths via Hidden Topics.
ACL (1)
Hongyu Gong, Tarek Sakakini, Suma Bhat, Jinjun Xiong
2018 — conf
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs.
ACM Great Lakes Symposium on VLSI
Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen
2018 J jnl
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs.
CoRR
Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen
2018 J jnl
Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts.
CoRR
Raymond A. Yeh, Jinjun Xiong, Wen-mei W. Hwu, Minh N. Do, Alexander G. Schwing
2018 — conf
Large-scale short-term urban taxi demand forecasting using deep learning.
ASP-DAC
Siyu Liao, Liutong Zhou, Xuan Di, Bo Yuan, Jinjun Xiong
2018 J jnl
Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection.
CoRR
Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh, Jinjun Xiong, Rogério Schmidt Feris, Minh N. Do
2018 J jnl
MLModelScope: Evaluate and Measure ML Models within AI Pipelines.
CoRR
Abdul Dakkak, Cheng Li, Abhishek Srivastava, Jinjun Xiong, Wen-mei W. Hwu
2018 — conf
NUMA-Aware Data-Transfer Measurements for Power/NVLink Multi-GPU Systems.
ISC Workshops
Carl Pearson, I-Hsin Chung, Zehra Sura, Wen-Mei Hwu, Jinjun Xiong
2018 A conf
Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability.
CIKM
Yukun Ding, Jinglan Liu, Jinjun Xiong, Meng Jiang, Yiyu Shi
2018 — conf
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN.
ECCV (15)
Bowen Cheng, Yunchao Wei, Honghui Shi, Rogério Schmidt Feris, Jinjun Xiong, Thomas S. Huang
2018 J jnl
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN.
CoRR
Bowen Cheng, Yunchao Wei, Honghui Shi, Rogério Schmidt Feris, Jinjun Xiong, Thomas S. Huang
2018 J jnl
SCOPE: C3SR Systems Characterization and Benchmarking Framework.
CoRR
Carl Pearson, Abdul Dakkak, Cheng Li, Sarah Hashash, Jinjun Xiong, Wen-mei W. Hwu
2018 — conf
TS ^2 2 C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection.
ECCV (11)
Yunchao Wei, Zhiqiang Shen, Bowen Cheng, Honghui Shi, Jinjun Xiong, Jiashi Feng, Thomas S. Huang
2018 J jnl
TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection.
CoRR
Yunchao Wei, Zhiqiang Shen, Bowen Cheng, Honghui Shi, Jinjun Xiong, Jiashi Feng, Thomas S. Huang
2018 — conf
The Excitement of Sports: Automatic Highlights Using Audio/Visual Cues.
CVPR Workshops
Michele Merler, Dhiraj Joshi, Khoi-Nguyen C. Mac, Quoc-Bao Nguyen, Stephen Hammer, John Kent, Jinjun Xiong, Minh N. Do, John R. Smith, Rogério Schmidt Feris
2018 J jnl
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments.
CoRR
Abdul Dakkak, Cheng Li, Simon Garcia De Gonzalo, Jinjun Xiong, Wen-mei W. Hwu
2018 — conf
Triangle Counting and Truss Decomposition using FPGA.
HPEC
Sitao Huang, Mohamed El-Hadedy, Cong Hao, Qin Li, Vikram S. Mailthody, Ketan Date, Jinjun Xiong, Deming Chen, Rakesh Nagi, Wen-Mei Hwu
2018 — conf
Tutorial-1: Machine learning and deep learning.
ASP-DAC
Jinjun Xiong
2017 — conf
Collaborative (CPU + GPU) algorithms for triangle counting and truss decomposition on the Minsky architecture: Static graph challenge: Subgraph isomorphism.
HPEC
Ketan Date, Keven Feng, Rakesh Nagi, Jinjun Xiong, Nam Sung Kim, Wen-mei W. Hwu
2017 J jnl
Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Khalid Al-Jabery, Zhezhao Xu, Wenjian Yu, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi
2017 J jnl
Heterogeneous Computing Meets Near-Memory Acceleration and High-Level Synthesis in the Post-Moore Era.
IEEE Micro
Nam Sung Kim, Deming Chen, Jinjun Xiong, Wen-mei W. Hwu
2017 — conf
Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts.
NIPS
Raymond A. Yeh, Jinjun Xiong, Wen-mei W. Hwu, Minh N. Do, Alexander G. Schwing
2017 — conf
Rebooting the Data Access Hierarchy of Computing Systems.
ICRC
Wen-mei W. Hwu, Izzat El Hajj, Simon Garcia De Gonzalo, Carl Pearson, Nam Sung Kim, Deming Chen, Jinjun Xiong, Zehra Sura
2016 J jnl
Asset health management using predictive and prescriptive analytics for the electric power grid.
IBM J. Res. Dev.
Aanchal Goyal, Ernauli C. Aprilia, Geert Janssen, Younghun Kim, Tarun Kumar, Richard Mueller, Dzung Phan, Abhishek Raman, Jeroen D. Schuddebeurs, Jinjun Xiong, Rui Zhang
2016 — conf
Novel applications of deep learning hidden features for adaptive testing.
ASP-DAC
Bingjun Xiao, Jinjun Xiong, Yiyu Shi
2016 J jnl
On the Optimal Threshold Voltage Computation of On-Chip Noise Sensors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tao Wang, Chun Zhang, Jinjun Xiong, Pei-Wen Luo, Liang-Chia Cheng, Yiyu Shi
2015 — conf
A Resource Supply-Demand based Approach for Automatic MapReduce Job Optimization.
HPCC/CSS/ICESS
Jinjun Xiong, Dzung T. Phan, David Kung
2015 A conf
Modern Big Data Analytics for "Old-fashioned" Semiconductor Industry Applications.
ICCAD
Yada Zhu, Jinjun Xiong
2015 — conf
Multi-threading based parallel dynamic simulator for transient behavior analysis of power systems.
SmartGridComm
Jie Wu, Peter Feldmann, Jinjun Xiong, Yiyu Shi
2015 — conf
Optimal selected phasor measurement units for identifying multiple line outages in smart grid.
ISGT
Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi
2014 — conf
A novel grid load management technique using electric water heaters and Q-learning.
SmartGridComm
Khalid Al-Jabery, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi
2014 — conf
Ambiguity group based location recognition for multiple power line outages in smart grids.
ISGT
Jie Wu, Jinjun Xiong, Yiyu Shi
2014 A conf
MSim: A general cycle accurate simulation platform for memcomputing studies.
DATE
Chun Zhang, Peng Deng, Hui Geng, Jianming Liu, Qi Zhu, Jinjun Xiong, Yiyu Shi
2014 A* conf
Novel geospatial interpolation analytics for general meteorological measurements.
KDD
Bingsheng Wang, Jinjun Xiong
2014 J jnl
On the Deployment of On-Chip Noise Sensors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tao Wang, Chun Zhang, Jinjun Xiong, Yiyu Shi
2014 — conf
Optimal PMU placement for identification of multiple power line outages in smart grids.
MWSCAS
Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi
2014 A conf
Real time anomaly detection in wide area monitoring of smart grids.
ICCAD
Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi
2014 A conf
Variation aware optimal threshold voltage computation for on-chip noise sensors.
ICCAD
Tao Wang, Chun Zhang, Jinjun Xiong, Pei-Wen Luo, Liang-Chia Cheng, Yiyu Shi
2013 A conf
Eagle-eye: a near-optimal statistical framework for noise sensor placement.
ICCAD
Tao Wang, Chun Zhang, Jinjun Xiong, Yiyu Shi
2013 J jnl
Order statistics for correlated random variables and its application to at-speed testing.
ACM Trans. Design Autom. Electr. Syst.
Yiyu Shi, Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2012 C conf
A distributed scheme for fair EV charging under transmission constraints.
ACC
Dzung T. Phan, Jinjun Xiong, Soumyadip Ghosh
2012 A conf
A dynamic method for efficient random mismatch characterization of standard cells.
ICCAD
Wangyang Zhang, Amith Singhee, Jinjun Xiong, Peter A. Habitz, Amol Joshi, Chandu Visweswariah, James Sundquist
2012 J jnl
Fast Statistical Full-Chip Leakage Analysis for Nanometer VLSI Systems.
ACM Trans. Design Autom. Electr. Syst.
Ruijing Shen, Sheldon X.-D. Tan, Hai Wang, Jinjun Xiong
2012 J jnl
Fourier Series Approximation for Max Operation in Non-Gaussian and Quadratic Statistical Static Timing Analysis.
IEEE Trans. Very Large Scale Integr. Syst.
Lerong Cheng, Fang Gong, Wenyao Xu, Jinjun Xiong, Lei He, Majid Sarrafzadeh
2012 J jnl
Path Criticality Computation in Parameterized Statistical Timing Analysis Using a Novel Operator.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jaeyong Chung, Jinjun Xiong, Vladimir Zolotov, Jacob A. Abraham
2012 A* conf
Reversible statistical
DAC
Debjit Sinha, Chandu Visweswariah, Natesan Venkateswaran, Jinjun Xiong, Vladimir Zolotov
2012 J jnl
Testability-Driven Statistical Path Selection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jaeyong Chung, Jinjun Xiong, Vladimir Zolotov, Jacob A. Abraham
2012 A* conf
Timing analysis with nonseparable statistical and deterministic variations.
DAC
Vladimir Zolotov, Debjit Sinha, Jeffrey G. Hemmett, Eric A. Foreman, Chandu Visweswariah, Jinjun Xiong, Jeremy Leitzen, Natesan Venkateswaran
2011 B conf
Acceleration of Multi-agent Simulation on FPGAs.
FPL
Lintao Cui, Jing Chen, Yu Hu, Jinjun Xiong, Zhe Feng, Lei He
2011 — conf
Contingency constrained economic dispatch in smart grids with correlated demands.
SmartGridComm
Yiyu Shi, Jinjun Xiong
2011 A conf
Optimal statistical chip disposition.
ICCAD
Vladimir Zolotov, Jinjun Xiong
2011 — conf
Path criticality computation in parameterized statistical timing analysis.
ASP-DAC
Jaeyong Chung, Jinjun Xiong, Vladimir Zolotov, Jacob A. Abraham
2011 J jnl
Runtime Resonance Noise Reduction with Current Prediction Enabled Frequency Actuator.
IEEE Trans. Very Large Scale Integr. Syst.
Yiyu Shi, Jinjun Xiong, Howard Chen, Lei He
2011 A* conf
Testability driven statistical path selection.
DAC
Jaeyong Chung, Jinjun Xiong, Vladimir Zolotov, Jacob A. Abraham
2010 A* conf
A linear algorithm for full-chip statistical leakage power analysis considering weak spatial correlation.
DAC
Ruijing Shen, Sheldon X.-D. Tan, Jinjun Xiong
2010 — conf
A linear statistical analysis for full-chip leakage power with spatial correlation.
ACM Great Lakes Symposium on VLSI
Ruijing Shen, Sheldon X.-D. Tan, Jinjun Xiong
2010 J jnl
Statistical Path Selection for At-Speed Test.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Vladimir Zolotov, Jinjun Xiong, Hanif Fatemi, Chandu Visweswariah
2010 A* conf
Transistor sizing of custom high-performance digital circuits with parametric yield considerations.
DAC
Daniel K. Beece, Jinjun Xiong, Chandu Visweswariah, Vladimir Zolotov, Yifang Liu
2009 — conf
Incremental and on-demand random walk for iterative power distribution network analysis.
ASP-DAC
Yiyu Shi, Wei Yao, Jinjun Xiong, Lei He
2009 J jnl
Non-Gaussian Statistical Timing Analysis Using Second-Order Polynomial Fitting.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Lerong Cheng, Jinjun Xiong, Lei He
2009 J jnl
Optimal Test Margin Computation for At-Speed Structural Test.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah, Peter A. Habitz
2009 J jnl
Statistical Power Analysis for High-Performance Processors.
J. Low Power Electron.
Howard Chen, Scott Neely, Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2009 A* conf
Statistical multilayer process space coverage for at-speed test.
DAC
Jinjun Xiong, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah
2009 A* conf
Statistical ordering of correlated timing quantities and its application for path ranking.
DAC
Jinjun Xiong, Chandu Visweswariah, Vladimir Zolotov
2009 — conf
Stochastic current prediction enabled frequency actuator for runtime resonance noise reduction.
ASP-DAC
Yiyu Shi, Jinjun Xiong, Howard Chen, Lei He
2009 A conf
Voltage binning under process variation.
ICCAD
Vladimir Zolotov, Chandu Visweswariah, Jinjun Xiong
2008 A conf
An Efficient Method for Chip-Level Statistical Capacitance Extraction Considering Process Variations with Spatial Correlation.
DATE
Wangyang Zhang, Wenjian Yu, Zeyi Wang, Zhiping Yu, Rong Jiang, Jinjun Xiong
2008 J jnl
Efficient Decoupling Capacitance Budgeting Considering Operation and Process Variations.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yiyu Shi, Jinjun Xiong, Chunchen Liu, Lei He
2008 J jnl
Fashion: A Fast and Accurate Solution to Global Routing Problem.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhen Cao, Tong Jing, Jinjun Xiong, Yu Hu, Zhe Feng, Lei He, Xianlong Hong
2008 A conf
Incremental Criticality and Yield Gradients.
DATE
Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2008 — conf
Non-Gaussian statistical timing analysis using second-order polynomial fitting.
ASP-DAC
Lerong Cheng, Jinjun Xiong, Lei He
2008 A conf
Optimal Margin Computation for At-Speed Test.
DATE
Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah, Peter A. Habitz
2008 — conf
Static timing: Back to our roots.
ASP-DAC
Ruiming Chen, Lizheng Zhang, Vladimir Zolotov, Chandu Visweswariah, Jinjun Xiong
2008 — conf
Statistical Modeling and Analysis of Static Leakage and Dynamic Switching Power.
PATMOS
Howard Chen, Scott Neely, Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2008 A conf
Statistical path selection for at-speed test.
ICCAD
Vladimir Zolotov, Jinjun Xiong, Hanif Fatemi, Chandu Visweswariah
2007 A conf
Compact modeling of variational waveforms.
ICCAD
Vladimir Zolotov, Jinjun Xiong, Soroush Abbaspour, David J. Hathaway, Chandu Visweswariah
2007 — conf
DpRouter: A Fast and Accurate Dynamic-Pattern-Based Global Routing Algorithm.
ASP-DAC
Zhen Cao, Tong Jing, Jinjun Xiong, Yu Hu, Lei He, Xianlong Hong
2007 A conf
Efficient decoupling capacitance budgeting considering operation and process variations.
ICCAD
Yiyu Shi, Jinjun Xiong, Chunchen Liu, Lei He
2007 J jnl
Full-chip multilevel routing for power and signal integrity.
Integr.
Jinjun Xiong, Lei He
2007 A* conf
Non-Linear Statistical Static Timing Analysis for Non-Gaussian Variation Sources.
DAC
Lerong Cheng, Jinjun Xiong, Lei He
2007 J jnl
Probabilistic Transitive-Closure Ordering and Its Application on Variational Buffer Insertion.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinjun Xiong, Lei He
2007 J jnl
Robust Extraction of Spatial Correlation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinjun Xiong, Vladimir Zolotov, Lei He
2007 J jnl
Simultaneous Buffer Insertion and Wire Sizing Considering Systematic CMP Variation and Random L
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Lei He, Andrew B. Kahng, King Ho Tam, Jinjun Xiong
2007 A conf
Variation-aware performance verification using at-speed structural test and statistical timing.
ICCAD
Vikram Iyengar, Jinjun Xiong, Subbayyan Venkatesan, Vladimir Zolotov, David E. Lackey, Peter A. Habitz, Chandu Visweswariah
2006 — conf
Constraint driven I/O planning and placement for chip-package co-design.
ASP-DAC
Jinjun Xiong, Yiu-Chung Wong, Egino Sarto, Lei He
2006 A* conf
Criticality computation in parameterized statistical timing.
DAC
Jinjun Xiong, Vladimir Zolotov, Natesan Venkateswaran, Chandu Visweswariah
2006 B conf
FPGA Performance Optimization Via Chipwise Placement Considering Process Variations.
FPL
Lerong Cheng, Jinjun Xiong, Lei He, Mike Hutton
2006 — conf
Fast buffer insertion considering process variations.
ISPD
Jinjun Xiong, Lei He
2006 — conf
Robust extraction of spatial correlation.
ISPD
Jinjun Xiong, Vladimir Zolotov, Lei He
2006 — conf
Techniques of Power-gating to Kill Sub-Threshold Leakage.
APCCAS
Changbo Long, Jinjun Xiong, Yongpan Liu
2005 — conf
A Min-area Solution to Performance and RLC Crosstalk Driven Global Routing Problem.
ASP-DAC
Tong Jing, Ling Zhang, Jinghong Liang, Jingyu Xu, Xianlong Hong, Jinjun Xiong, Lei He
2005 A conf
Buffer Insertion Considering Process Variation.
DATE
Jinjun Xiong, King Ho Tam, Lei He
2005 J jnl
Extended global routing with RLC crosstalk constraints.
IEEE Trans. Very Large Scale Integr. Syst.
Jinjun Xiong, Lei He
2005 — conf
Probabilistic congestion model considering shielding for crosstalk reduction.
ASP-DAC
Jinjun Xiong, Lei He
2005 — conf
Simultaneous buffer insertion and wire sizing considering systematic CMP variation and random leff variation.
ISPD
Lei He, Andrew B. Kahng, King Ho Tam, Jinjun Xiong
2004 A conf
Full-Chip Multilevel Routing for Power and Signal Integrity.
DATE
Jinjun Xiong, Lei He
2004 J jnl
Full-chip routing optimization with RLC crosstalk budgeting.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jinjun Xiong, Lei He
2004 — conf
On optimal physical synthesis of sleep transistors.
ISPD
Changbo Long, Jinjun Xiong, Lei He
2004 — conf
Performance and RLC crosstalk driven global routing.
ISCAS (5)
Ling Zhang, Tong Jing, Xianlong Hong, Jingyu Xu, Jinjun Xiong, Lei He
2004 — conf
Shielding area optimization under the solution of interconnect crosstalk.
ISCAS (5)
Xin Zhao, Yici Cai, Qiang Zhou, Xianlong Hong, Lei He, Jinjun Xiong
2003 J jnl
Effects of Load and Speed on Lumbar Vertebral Kinematics during Lifting Motions.
Hum. Factors
Xudong Zhang, Jinjun Xiong, Angela M. Bishop
2002 A conf
Post global routing RLC crosstalk budgeting.
ICCAD
Jinjun Xiong, Jun Chen, James D. Z. Ma, Lei He