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Mengshu Sun
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2020 – today
- 2024
- [c28]Zhouyu Jiang, Ling Zhong, Mengshu Sun, Jun Xu, Rui Sun, Hui Cai, Shuhan Luo, Zhiqiang Zhang:
Efficient Knowledge Infusion via KG-LLM Alignment. ACL (Findings) 2024: 2986-2999 - [c27]Jun Xu, Mengshu Sun, Zhiqiang Zhang, Jun Zhou:
ChatUIE: Exploring Chat-based Unified Information Extraction Using Large Language Models. LREC/COLING 2024: 3146-3152 - [c26]Chenlong Zhang, Pengfei Cao, Yubo Chen
, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao:
Continual Few-shot Event Detection via Hierarchical Augmentation Networks. LREC/COLING 2024: 3868-3880 - [c25]Zhitao He, Pengfei Cao, Zhuoran Jin, Yubo Chen
, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao:
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning. LREC/COLING 2024: 17833-17850 - [c24]Zhengang Li
, Alec Lu
, Yanyue Xie
, Zhenglun Kong
, Mengshu Sun
, Hao Tang
, Zhong Jia Xue
, Peiyan Dong
, Caiwen Ding
, Yanzhi Wang
, Xue Lin
, Zhenman Fang
:
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers. ICS 2024: 324-337 - [i24]Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen:
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus. CoRR abs/2402.14710 (2024) - [i23]Zhitao He, Pengfei Cao, Zhuoran Jin, Yubo Chen
, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao:
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning. CoRR abs/2403.02893 (2024) - [i22]Jun Xu, Mengshu Sun, Zhiqiang Zhang, Jun Zhou:
ChatUIE: Exploring Chat-based Unified Information Extraction using Large Language Models. CoRR abs/2403.05132 (2024) - [i21]Chenlong Zhang, Pengfei Cao, Yubo Chen
, Kang Liu, Zhiqiang Zhang, Mengshu Sun, Jun Zhao:
Continual Few-shot Event Detection via Hierarchical Augmentation Networks. CoRR abs/2403.17733 (2024) - [i20]Zhouyu Jiang, Ling Zhong, Mengshu Sun, Jun Xu, Rui Sun, Hui Cai, Shuhan Luo, Zhiqiang Zhang:
Efficient Knowledge Infusion via KG-LLM Alignment. CoRR abs/2406.03746 (2024) - [i19]Zhouyu Jiang, Mengshu Sun, Lei Liang, Zhiqiang Zhang:
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach. CoRR abs/2407.13101 (2024) - [i18]Zhengang Li, Alec Lu, Yanyue Xie, Zhenglun Kong, Mengshu Sun, Hao Tang, Zhong Jia Xue, Peiyan Dong, Caiwen Ding, Yanzhi Wang, Xue Lin, Zhenman Fang:
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers. CoRR abs/2407.18175 (2024) - 2023
- [c23]Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang:
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training. AAAI 2023: 8360-8368 - [c22]Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun
, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang:
ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training. DATE 2023: 1-6 - [c21]Zhitao He, Pengfei Cao, Yubo Chen
, Kang Liu, Ruopeng Li, Mengshu Sun, Jun Zhao:
LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation. EMNLP (Findings) 2023: 9142-9163 - [c20]Peiyan Dong, Mengshu Sun
, Alec Lu, Yanyue Xie, Kenneth Liu, Zhenglun Kong, Xin Meng, Zhengang Li, Xue Lin, Zhenman Fang, Yanzhi Wang:
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers. HPCA 2023: 442-455 - [i17]Honghao Gui, Shuofei Qiao, Jintian Zhang, Hongbin Ye, Mengshu Sun, Lei Liang, Huajun Chen, Ningyu Zhang:
InstructIE: A Bilingual Instruction-based Information Extraction Dataset. CoRR abs/2305.11527 (2023) - [i16]Hao Cheng, Jiahang Cao, Erjia Xiao, Pu Zhao, Mengshu Sun, Jiaxu Wang, Jize Zhang, Xue Lin, Bhavya Kailkhura, Kaidi Xu, Renjing Xu:
Gaining the Sparse Rewards by Exploring Binary Lottery Tickets in Spiking Neural Network. CoRR abs/2309.13302 (2023) - [i15]Hao Cheng, Jiahang Cao, Erjia Xiao, Mengshu Sun, Le Yang, Jize Zhang, Xue Lin, Bhavya Kailkhura, Kaidi Xu, Renjing Xu:
Pursing the Sparse Limitation of Spiking Deep Learning Structures. CoRR abs/2311.12060 (2023) - 2022
- [j2]Jun Xu
, Mengshu Sun
:
DPNPED: Dynamic Perception Network for Polysemous Event Trigger Detection. IEEE Access 10: 104801-104810 (2022) - [j1]Geng Yuan, Peiyan Dong, Mengshu Sun
, Wei Niu
, Zhengang Li, Yuxuan Cai, Yanyu Li, Jun Liu
, Weiwen Jiang, Xue Lin, Bin Ren, Xulong Tang
, Yanzhi Wang:
Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework. ACM Trans. Embed. Comput. Syst. 21(5): 65:1-65:22 (2022) - [c19]Peiyan Dong, Yanyue Xie, Hongjia Li, Mengshu Sun, Olivia Chen
, Nobuyuki Yoshikawa, Yanzhi Wang:
TAAS: a timing-aware analytical strategy for AQFP-capable placement automation. DAC 2022: 1321-1326 - [c18]Mengshu Sun, Zhengang Li, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang:
FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results. DAC 2022: 1394-1395 - [c17]Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang:
Hardware-efficient stochastic rounding unit design for DNN training: late breaking results. DAC 2022: 1396-1397 - [c16]Zhenglun Kong
, Peiyan Dong
, Xiaolong Ma
, Xin Meng
, Wei Niu
, Mengshu Sun
, Xuan Shen
, Geng Yuan
, Bin Ren
, Hao Tang
, Minghai Qin
, Yanzhi Wang
:
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning. ECCV (11) 2022: 620-640 - [c15]Jun Xu, Weidi Xu, Mengshu Sun, Taifeng Wang, Wei Chu:
Extracting Trigger-sharing Events via an Event Matrix. EMNLP (Findings) 2022: 1189-1201 - [c14]Mengshu Sun
, Sheng Lin, Shan Liu, Songnan Li, Yanzhi Wang, Wei Jiang, Wei Wang:
Hardware-Friendly Acceleration for Deep Neural Networks with Micro-Structured Compression. FCCM 2022: 1 - [c13]Mengshu Sun, Zhengang Li, Alec Lu, Yanyu Li, Sung-En Chang, Xiaolong Ma, Xue Lin, Zhenman Fang:
FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization. FPGA 2022: 134-145 - [c12]Zhengang Li, Mengshu Sun
, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang:
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization. FPL 2022: 109-116 - [i14]Mengshu Sun, Haoyu Ma, Guoliang Kang, Yifan Jiang, Tianlong Chen, Xiaolong Ma, Zhangyang Wang, Yanzhi Wang:
VAQF: Fully Automatic Software-hardware Co-design Framework for Low-bit Vision Transformer. CoRR abs/2201.06618 (2022) - [i13]Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang:
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization. CoRR abs/2208.05163 (2022) - [i12]Peiyan Dong, Mengshu Sun, Alec Lu, Yanyue Xie, Kenneth Liu, Zhenglun Kong, Xin Meng, Zhengang Li, Xue Lin, Zhenman Fang, Yanzhi Wang:
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers. CoRR abs/2211.08110 (2022) - [i11]Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang:
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training. CoRR abs/2211.10801 (2022) - 2021
- [c11]Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Sijia Liu, Xue Lin, Bin Ren:
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. AAAI 2021: 9179-9187 - [c10]Hongjia Li, Geng Yuan, Wei Niu
, Yuxuan Cai, Mengshu Sun, Zhengang Li, Bin Ren, Xue Lin, Yanzhi Wang:
Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications. ASP-DAC 2021: 581-586 - [c9]Hongjia Li, Mengshu Sun
, Tianyun Zhang, Olivia Chen
, Nobuyuki Yoshikawa, Bei Yu, Yanzhi Wang, Yibo Lin:
Towards AQFP-Capable Physical Design Automation. DATE 2021: 954-959 - [c8]Sung-En Chang, Yanyu Li, Mengshu Sun
, Runbin Shi, Hayden K. H. So
, Xuehai Qian, Yanzhi Wang, Xue Lin:
Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework. HPCA 2021: 208-220 - [c7]Sung-En Chang, Yanyu Li, Mengshu Sun
, Weiwen Jiang, Sijia Liu, Yanzhi Wang, Xue Lin:
RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions. ICCV 2021: 5231-5240 - [c6]Geng Yuan, Peiyan Dong, Mengshu Sun
, Wei Niu
, Zhengang Li, Yuxuan Cai, Jun Liu
, Weiwen Jiang, Xue Lin, Bin Ren, Xulong Tang
, Yanzhi Wang:
Work in Progress: Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework. RTAS 2021: 493-496 - [i10]Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Sijia Liu, Yanzhi Wang, Xue Lin:
RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions. CoRR abs/2111.00153 (2021) - [i9]Sung-En Chang, Yanyu Li, Mengshu Sun, Yanzhi Wang, Xue Lin:
ILMPQ : An Intra-Layer Multi-Precision Deep Neural Network Quantization framework for FPGA. CoRR abs/2111.00155 (2021) - [i8]Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Bin Ren, Minghai Qin, Hao Tang, Yanzhi Wang:
SPViT: Enabling Faster Vision Transformers via Soft Token Pruning. CoRR abs/2112.13890 (2021) - 2020
- [c5]Mengshu Sun
, Pu Zhao
, Mehmet Güngör, Massoud Pedram, Miriam Leeser, Xue Lin:
3D CNN Acceleration on FPGA using Hardware-Aware Pruning. DAC 2020: 1-6 - [c4]Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin:
Adversarial T-Shirt! Evading Person Detectors in a Physical World. ECCV (5) 2020: 665-681 - [c3]Kaidi Xu, Sijia Liu, Pin-Yu Chen, Mengshu Sun
, Caiwen Ding, Bhavya Kailkhura, Xue Lin:
Towards an Efficient and General Framework of Robust Training for Graph Neural Networks. ICASSP 2020: 8479-8483 - [i7]Zhengang Li, Yifan Gong, Xiaolong Ma, Sijia Liu, Mengshu Sun, Zheng Zhan, Zhenglun Kong, Geng Yuan, Yanzhi Wang:
SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency. CoRR abs/2001.08839 (2020) - [i6]Kaidi Xu, Sijia Liu, Pin-Yu Chen, Mengshu Sun, Caiwen Ding, Bhavya Kailkhura, Xue Lin:
Towards an Efficient and General Framework of Robust Training for Graph Neural Networks. CoRR abs/2002.10947 (2020) - [i5]Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Xue Lin, Bin Ren:
Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. CoRR abs/2007.09835 (2020) - [i4]Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Runbin Shi, Xue Lin, Yanzhi Wang:
MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework. CoRR abs/2009.07460 (2020) - [i3]Sung-En Chang, Yanyu Li, Mengshu Sun, Runbin Shi, Hayden Kwok-Hay So, Xuehai Qian, Yanzhi Wang, Xue Lin:
Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework. CoRR abs/2012.04240 (2020)
2010 – 2019
- 2019
- [c2]Mengshu Sun, Pu Zhao
, Yanzhi Wang, Naehyuck Chang, Xue Lin:
HSIM-DNN: Hardware Simulator for Computation-, Storage- and Power-Efficient Deep Neural Networks. ACM Great Lakes Symposium on VLSI 2019: 81-86 - [i2]Kaidi Xu, Sijia Liu, Gaoyuan Zhang, Mengshu Sun, Pu Zhao, Quanfu Fan, Chuang Gan, Xue Lin:
Interpreting Adversarial Examples by Activation Promotion and Suppression. CoRR abs/1904.02057 (2019) - [i1]Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin:
Evading Real-Time Person Detectors by Adversarial T-shirt. CoRR abs/1910.11099 (2019) - 2014
- [c1]Mengshu Sun, Huaping Zhang, Yanping Zhao, Jianyun Shang:
From Post to Values: Mining Schwartz Values of Individuals from Social Media. SMP 2014: 206-219
Coauthor Index
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last updated on 2024-08-28 22:30 CEST by the dblp team
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