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ORCIDShihao Ji 0001
Person information
- affiliation: University of Connecticut, Storrs, CT, USA
- affiliation: Georgia State University, Atlanta, GA, USA
Other persons with the same name
- Shihao Ji 0002 — Northwest Normal University, Lanzhou, Gansu, China
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2020 – today
- 2024
[j14]Hui Ye
, Rajshekhar Sunderraman, Shihao Ji:
MatchXML: An Efficient Text-Label Matching Framework for Extreme Multi-Label Text Classification. IEEE Trans. Knowl. Data Eng. 36(9): 4781-4793 (2024)- [c33]Han Xu, Xingyuan Wang, Shihao Ji:
Towards Energy-Efficient Llama2 Architecture on Embedded FPGAs. CIKM 2024: 5570-5571 - [c32]Qing Su, Shihao Ji:
Unsqueeze [CLS] Bottleneck to Learn Rich Representations. ECCV (42) 2024: 19-37 - [i33]Yang Ye, Shihao Ji:
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets. CoRR abs/2404.12925 (2024) - [i32]Yang Li, Shaobo Han, Shihao Ji:
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks. CoRR abs/2405.15179 (2024) - [i31]Qing Su, Shihao Ji:
Unsqueeze [CLS] Bottleneck to Learn Rich Representations. CoRR abs/2407.17671 (2024) - [i30]Han Xu, Yutong Li, Shihao Ji:
LlamaF: An Efficient Llama2 Architecture Accelerator on Embedded FPGAs. CoRR abs/2409.11424 (2024) - [i29]Hui Ye, Rajshekhar Sunderraman, Shihao Ji:
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles. CoRR abs/2410.11125 (2024) - 2023
- [j13]Yang Ye, Shihao Ji:
Sparse Graph Attention Networks. IEEE Trans. Knowl. Data Eng. 35(1): 905-916 (2023) - [c31]Xiulong Yang, Qing Su, Shihao Ji:
Towards Bridging the Performance Gaps of Joint Energy-Based Models. CVPR 2023: 15732-15741 - [c30]Qing Su, Anton Netchaev, Hai Li, Shihao Ji:
FLSL: Feature-level Self-supervised Learning. NeurIPS 2023 - [c29]Xiulong Yang, Shihao Ji:
M-EBM: Towards Understanding the Manifolds of Energy-Based Models. PAKDD (1) 2023: 291-302 - [i28]Xiulong Yang, Shihao Ji:
M-EBM: Towards Understanding the Manifolds of Energy-Based Models. CoRR abs/2303.04343 (2023) - [i27]Qing Su, Anton Netchaev, Hai Li, Shihao Ji:
FLSL: Feature-level Self-supervised Learning. CoRR abs/2306.06203 (2023) - [i26]Hui Ye, Rajshekhar Sunderraman, Shihao Ji:
MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification. CoRR abs/2308.13139 (2023) - 2022
- [c28]Yang Ye, Xiulong Yang, Shihao Ji:
APSNet: Attention Based Point Cloud Sampling. BMVC 2022: 298 - [c27]Mingchen Li, Jonathan Shihao Ji:
Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph. COLING 2022: 1569-1579 - [c26]Qing Su, Shihao Ji:
ChiTransformer: Towards Reliable Stereo from Cues. CVPR 2022: 1929-1939 - [i25]Qing Su, Shihao Ji:
ChiTransformer: Towards Reliable Stereo from Cues. CoRR abs/2203.04554 (2022) - [i24]Mingchen Li, Jonathan Shihao Ji:
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph. CoRR abs/2204.10194 (2022) - [i23]Xiulong Yang, Sheng-Min Shih, Yinlin Fu, Xiaoting Zhao, Shihao Ji:
Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model. CoRR abs/2208.07791 (2022) - [i22]Xiulong Yang, Qing Su, Shihao Ji:
Towards Bridging the Performance Gaps of Joint Energy-based Models. CoRR abs/2209.07959 (2022) - [i21]Yang Ye, Xiulong Yang, Shihao Ji:
APSNet: Attention Based Point Cloud Sampling. CoRR abs/2210.05638 (2022) - [i20]Yang Li, Xin Ma, Raj Sunderraman, Shihao Ji, Suprateek Kundu:
Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence. CoRR abs/2211.07429 (2022) - 2021
- [j12]Kaiyang Li, Guangchun Luo, Yang Ye, Wei Li, Shihao Ji, Zhipeng Cai:
Adversarial Privacy-Preserving Graph Embedding Against Inference Attack. IEEE Internet Things J. 8(8): 6904-6915 (2021) - [c25]Hui Ye, Xiulong Yang, Martin Takác, Rajshekhar Sunderraman, Shihao Ji:
Improving Text-to-Image Synthesis Using Contrastive Learning. BMVC 2021: 154 - [c24]Xiang Li, Shihao Ji:
Generative Dynamic Patch Attack. BMVC 2021: 156 - [c23]Xiulong Yang, Shihao Ji:
JEM++: Improved Techniques for Training JEM. ICCV 2021: 6474-6483 - [c22]Krishanu Sarker, Xiulong Yang, Yang Li, Saeid Belkasim, Shihao Ji:
A Unified Density-Driven Framework For Effective Data Denoising And Robust Abstention. ICIP 2021: 594-598 - [c21]Yang Li, Shihao Ji:
Neural Plasticity Networks. IJCNN 2021: 1-9 - [c20]Xiulong Yang, Hui Ye, Yang Ye, Xiang Li, Shihao Ji:
Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More. ECML/PKDD (2) 2021: 67-83 - [c19]Yang Li, Shihao Ji:
Dep-L0: Improving L0-Based Network Sparsification via Dependency Modeling. ECML/PKDD (3) 2021: 167-183 - [c18]Sivanvita Srimath, Yang Ye, Krishanu Sarker, Rajshekhar Sunderraman, Shihao Ji:
Human Activity Recognition from RGB Video Streams Using 1D-CNNs. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI 2021: 295-302 - [i19]Xiulong Yang, Hui Ye, Yang Ye, Xiang Li, Shihao Ji:
Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More. CoRR abs/2101.00122 (2021) - [i18]Krishanu Sarker, Sharbani Pandit, Anupam Sarker, Saeid Belkasim, Shihao Ji:
Reducing Risk and Uncertainty of Deep Neural Networks on Diagnosing COVID-19 Infection. CoRR abs/2104.14029 (2021) - [i17]Yang Li, Shihao Ji:
Dep-L0: Improving L0-based Network Sparsification via Dependency Modeling. CoRR abs/2107.00070 (2021) - [i16]Hui Ye, Xiulong Yang, Martin Takác, Rajshekhar Sunderraman, Shihao Ji:
Improving Text-to-Image Synthesis Using Contrastive Learning. CoRR abs/2107.02423 (2021) - [i15]Xiulong Yang, Shihao Ji:
JEM++: Improved Techniques for Training JEM. CoRR abs/2109.09032 (2021) - [i14]Xiang Li, Shihao Ji:
Generative Dynamic Patch Attack. CoRR abs/2111.04266 (2021) - 2020
- [j11]Xiang Li, Shihao Ji:
Neural Image Compression and Explanation. IEEE Access 8: 214605-214615 (2020) - [c17]Xiulong Yang, Shihao Ji:
Learning with Multiplicative Perturbations. ICPR 2020: 1321-1328 - [i13]Kaiyang Li, Guangchun Luo, Yang Ye, Wei Li, Shihao Ji, Zhipeng Cai:
Adversarial Privacy Preserving Graph Embedding against Inference Attack. CoRR abs/2008.13072 (2020) - [i12]Krishanu Sarker, Xiulong Yang, Yang Li, Saeid Belkasim, Shihao Ji:
A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention. CoRR abs/2009.12027 (2020)
2010 – 2019
- 2019
- [j10]Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey:
Parallelizing Word2Vec in Shared and Distributed Memory. IEEE Trans. Parallel Distributed Syst. 30(9): 2090-2100 (2019) - [c16]Jiong Zhang, Parameswaran Raman, Shihao Ji, Hsiang-Fu Yu, S. V. N. Vishwanathan, Inderjit S. Dhillon:
Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models. AISTATS 2019: 935-943 - [c15]Azim Ahmadzadeh, Sushant S. Mahajan, Dustin J. Kempton, Rafal A. Angryk, Shihao Ji:
Toward Filament Segmentation Using Deep Neural Networks. IEEE BigData 2019: 4932-4941 - [c14]Xiang Li, Shihao Ji:
Defense-VAE: A Fast and Accurate Defense Against Adversarial Attacks. PKDD/ECML Workshops (2) 2019: 191-207 - [c13]Yang Li, Shihao Ji:
L0-ARM: Network Sparsification via Stochastic Binary Optimization. ECML/PKDD (2) 2019: 432-448 - [i11]Yang Li, Shihao Ji:
L0-ARM: Network Sparsification via Stochastic Binary Optimization. CoRR abs/1904.04432 (2019) - [i10]Yang Li, Shihao Ji:
Neural Plasticity Networks. CoRR abs/1908.08118 (2019) - [i9]Xiang Li, Shihao Ji:
Neural Image Compression and Explanation. CoRR abs/1908.08988 (2019) - [i8]Yang Ye, Shihao Ji:
Sparse Graph Attention Networks. CoRR abs/1912.00552 (2019) - [i7]Xiulong Yang, Shihao Ji:
Learning with Multiplicative Perturbations. CoRR abs/1912.01810 (2019) - [i6]Azim Ahmadzadeh, Sushant S. Mahajan, Dustin J. Kempton, Rafal A. Angryk, Shihao Ji:
Toward Filament Segmentation Using Deep Neural Networks. CoRR abs/1912.02743 (2019) - 2018
- [c12]Krishanu Sarker, Mohamed Masoud, Saeid Belkasim, Shihao Ji:
Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data. ICMLA 2018: 145-151 - [i5]Krishanu Sarker, Mohamed Masoud, Saeid Belkasim, Shihao Ji:
Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data. CoRR abs/1812.06544 (2018) - [i4]Xiang Li, Shihao Ji:
Defense-VAE: A Fast and Accurate Defense against Adversarial Attacks. CoRR abs/1812.06570 (2018) - 2016
- [c11]Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan:
WordRank: Learning Word Embeddings via Robust Ranking. EMNLP 2016: 658-668 - [c10]Shihao Ji, S. V. N. Vishwanathan, Nadathur Satish, Michael J. Anderson, Pradeep Dubey:
BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies. ICLR 2016 - [i3]Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey:
Parallelizing Word2Vec in Shared and Distributed Memory. CoRR abs/1604.04661 (2016) - [i2]Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey:
Parallelizing Word2Vec in Multi-Core and Many-Core Architectures. CoRR abs/1611.06172 (2016) - 2015
- [i1]Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan:
WordRank: Learning Word Embeddings via Robust Ranking. CoRR abs/1506.02761 (2015) - 2011
- [j9]Olivier Chapelle, Shihao Ji, Ciya Liao, Emre Velipasaoglu, Larry Lai, Su-Lin Wu:
Intent-based diversification of web search results: metrics and algorithms. Inf. Retr. 14(6): 572-592 (2011) - 2010
- [c9]Taesup Moon, Georges Dupret, Shihao Ji, Ciya Liao, Zhaohui Zheng:
User behavior driven ranking without editorial judgments. CIKM 2010: 1473-1476
2000 – 2009
- 2009
- [j8]Shihao Ji, Layne T. Watson, Lawrence Carin:
Semisupervised Learning of Hidden Markov Models via a Homotopy Method. IEEE Trans. Pattern Anal. Mach. Intell. 31(2): 275-287 (2009) - [j7]Shihao Ji, David B. Dunson, Lawrence Carin:
Multitask Compressive Sensing. IEEE Trans. Signal Process. 57(1): 92-106 (2009) - [c8]Xin Li, Fan Li, Shihao Ji, Zhaohui Zheng, Yi Chang, Anlei Dong:
Incorporating robustness into web ranking evaluation. CIKM 2009: 2007-2010 - [c7]Anlei Dong, Yi Chang, Shihao Ji, Ciya Liao, Xin Li, Zhaohui Zheng:
Empirical Exploitation of Click Data for Task Specific Ranking. EMNLP 2009: 1086-1095 - [c6]Shihao Ji, Ke Zhou, Ciya Liao, Zhaohui Zheng, Gui-Rong Xue, Olivier Chapelle, Gordon Sun, Hongyuan Zha:
Global ranking by exploiting user clicks. SIGIR 2009: 35-42 - [c5]Fan Li, Xin Li, Shihao Ji, Zhaohui Zheng:
Comparing both relevance and robustness in selection of web ranking functions. SIGIR 2009: 648-649 - 2008
- [j6]Jun Fang, Shihao Ji, Ya Xue, Lawrence Carin:
Multitask Classification by Learning the Task Relevance. IEEE Signal Process. Lett. 15: 593-596 (2008) - [j5]Shihao Ji, Ya Xue, Lawrence Carin:
Bayesian Compressive Sensing. IEEE Trans. Signal Process. 56(6): 2346-2356 (2008) - 2007
- [j4]Shihao Ji, Lawrence Carin:
Cost-sensitive feature acquisition and classification. Pattern Recognit. 40(5): 1474-1485 (2007) - [j3]Lihan He, Shihao Ji, Waymond R. Scott, Lawrence Carin:
Adaptive Multimodality Sensing of Landmines. IEEE Trans. Geosci. Remote. Sens. 45(6-2): 1756-1774 (2007) - [j2]Shihao Ji, Ronald Parr, Lawrence Carin:
Nonmyopic Multiaspect Sensing With Partially Observable Markov Decision Processes. IEEE Trans. Signal Process. 55(6-1): 2720-2730 (2007) - [c4]Shihao Ji, Ronald Parr, Hui Li, Xuejun Liao, Lawrence Carin:
Point-Based Policy Iteration. AAAI 2007: 1243-1249 - [c3]Shihao Ji, Lawrence Carin:
Bayesian compressive sensing and projection optimization. ICML 2007: 377-384 - 2006
- [j1]Shihao Ji, Balaji Krishnapuram, Lawrence Carin:
Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning. IEEE Trans. Pattern Anal. Mach. Intell. 28(4): 522-532 (2006) - [c2]Nilanjan Dasgupta, Shihao Ji, Lawrence Carin:
Homotopy-Based Semi-Supervised Hidden Markov Tree for Texture Analysis. ICASSP (2) 2006: 97-100 - 2004
- [c1]Shihao Ji, Xuejun Liao, Lawrence Carin:
Adaptive multi-aspect target classification and detection with hidden Markov models. ICASSP (2) 2004: 125-128
Coauthor Index
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