Adaptive multi-aspect target classification and detection with hidden Markov models. - Shihao Ji 001; Xuejun Liao; Lawrence Carin (ICASSP (2), 2004)

Homotopy-Based Semi-Supervised Hidden Markov Tree for Texture Analysis. - Nilanjan Dasgupta; Shihao Ji 001; Lawrence Carin (ICASSP (2), 2006)

Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning. - Shihao Ji 001; Balaji Krishnapuram; Lawrence Carin (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Point-Based Policy Iteration. - Shihao Ji 001; Ronald Parr; Hui Li 068; Xuejun Liao; Lawrence Carin (AAAI, 2007)

Bayesian compressive sensing and projection optimization. - Shihao Ji 001; Lawrence Carin (ICML, 2007)

Cost-sensitive feature acquisition and classification. - Shihao Ji 001; Lawrence Carin (Pattern Recognit., 2007)

Adaptive Multimodality Sensing of Landmines. - Lihan He; Shihao Ji 001; Waymond R. Scott; Lawrence Carin (IEEE Trans. Geosci. Remote. Sens., 2007)

Nonmyopic Multiaspect Sensing With Partially Observable Markov Decision Processes. - Shihao Ji 001; Ronald Parr; Lawrence Carin (IEEE Trans. Signal Process., 2007)

Multitask Classification by Learning the Task Relevance. - Jun Fang 001; Shihao Ji 001; Ya Xue; Lawrence Carin (IEEE Signal Process. Lett., 2008)

Bayesian Compressive Sensing. - Shihao Ji 001; Ya Xue; Lawrence Carin (IEEE Trans. Signal Process., 2008)

Incorporating robustness into web ranking evaluation. - Xin Li; Fan Li; Shihao Ji 001; Zhaohui Zheng 001; Yi Chang 001; Anlei Dong (CIKM, 2009)

Empirical Exploitation of Click Data for Task Specific Ranking. - Anlei Dong; Yi Chang 001; Shihao Ji 001; Ciya Liao; Xin Li; Zhaohui Zheng 001 (EMNLP, 2009)

Global ranking by exploiting user clicks. - Shihao Ji 001; Ke Zhou 002; Ciya Liao; Zhaohui Zheng 001; Gui-Rong Xue; Olivier Chapelle; Gordon Sun; Hongyuan Zha (SIGIR, 2009)

Comparing both relevance and robustness in selection of web ranking functions. - Fan Li; Xin Li; Shihao Ji 001; Zhaohui Zheng 001 (SIGIR, 2009)

Semisupervised Learning of Hidden Markov Models via a Homotopy Method. - Shihao Ji 001; Layne T. Watson; Lawrence Carin (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Multitask Compressive Sensing. - Shihao Ji 001; David B. Dunson; Lawrence Carin (IEEE Trans. Signal Process., 2009)

User behavior driven ranking without editorial judgments. - Taesup Moon; Georges Dupret; Shihao Ji 001; Ciya Liao; Zhaohui Zheng 001 (CIKM, 2010)

Intent-based diversification of web search results: metrics and algorithms. - Olivier Chapelle; Shihao Ji 001; Ciya Liao; Emre Velipasaoglu; Larry Lai; Su-Lin Wu (Inf. Retr., 2011)

WordRank: Learning Word Embeddings via Robust Ranking. - Shihao Ji 001; Hyokun Yun; Pinar Yanardag; Shin Matsushima; S. V. N. Vishwanathan (EMNLP, 2016)

Parallelizing Word2Vec in Multi-Core and Many-Core Architectures. - Shihao Ji 001; Nadathur Satish; Sheng Li 007; Pradeep Dubey (CoRR, 2016)

BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies. - Shihao Ji 001; S. V. N. Vishwanathan; Nadathur Satish; Michael J. Anderson; Pradeep Dubey (ICLR, 2016)

Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data. - Krishanu Sarker; Mohamed Masoud; Saeid Belkasim; Shihao Ji 001 (ICMLA, 2018)

Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models. - Jiong Zhang; Parameswaran Raman; Shihao Ji 001; Hsiang-Fu Yu; S. V. N. Vishwanathan; Inderjit S. Dhillon (AISTATS, 2019)

Toward Filament Segmentation Using Deep Neural Networks. - Azim Ahmadzadeh; Sushant S. Mahajan; Dustin J. Kempton; Rafal A. Angryk; Shihao Ji 001 (IEEE BigData, 2019)

Defense-VAE: A Fast and Accurate Defense Against Adversarial Attacks. - Xiang Li 080; Shihao Ji 001 (PKDD/ECML Workshops (2), 2019)

L0-ARM: Network Sparsification via Stochastic Binary Optimization. - Yang Li 146; Shihao Ji 001 (ECML/PKDD (2), 2019)

Parallelizing Word2Vec in Shared and Distributed Memory. - Shihao Ji 001; Nadathur Satish; Sheng Li 007; Pradeep Dubey (IEEE Trans. Parallel Distributed Syst., 2019)

Learning with Multiplicative Perturbations. - Xiulong Yang; Shihao Ji 001 (ICPR, 2020)

Neural Image Compression and Explanation. - Xiang Li 080; Shihao Ji 001 (IEEE Access, 2020)

A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention. - Krishanu Sarker; Xiulong Yang; Yang Li 146; Saeid Belkasim; Shihao Ji 001 (CoRR, 2020)

Generative Dynamic Patch Attack. - Xiang Li 080; Shihao Ji 001 (BMVC, 2021)

Improving Text-to-Image Synthesis Using Contrastive Learning. - Hui Ye; Xiulong Yang; Martin Takác 001; Rajshekhar Sunderraman; Shihao Ji 001 (BMVC, 2021)

JEM++: Improved Techniques for Training JEM. - Xiulong Yang; Shihao Ji 001 (ICCV, 2021)

A Unified Density-Driven Framework For Effective Data Denoising And Robust Abstention. - Krishanu Sarker; Xiulong Yang; Yang Li 146; Saeid Belkasim; Shihao Ji 001 (ICIP, 2021)

Neural Plasticity Networks. - Yang Li 146; Shihao Ji 001 (IJCNN, 2021)

Dep-L0: Improving L0-Based Network Sparsification via Dependency Modeling. - Yang Li 146; Shihao Ji 001 (ECML/PKDD (3), 2021)

Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More. - Xiulong Yang; Hui Ye; Yang Ye; Xiang Li 080; Shihao Ji 001 (ECML/PKDD (2), 2021)

Human Activity Recognition from RGB Video Streams Using 1D-CNNs. - Sivanvita Srimath; Yang Ye; Krishanu Sarker; Rajshekhar Sunderraman; Shihao Ji 001 (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI, 2021)

Reducing Risk and Uncertainty of Deep Neural Networks on Diagnosing COVID-19 Infection. - Krishanu Sarker; Sharbani Pandit; Anupam Sarker; Saeid Belkasim; Shihao Ji 001 (CoRR, 2021)

Adversarial Privacy-Preserving Graph Embedding Against Inference Attack. - Kaiyang Li 001; Guangchun Luo; Yang Ye; Wei Li 059; Shihao Ji 001; Zhipeng Cai 001 (IEEE Internet Things J., 2021)

APSNet: Attention Based Point Cloud Sampling. - Yang Ye; Xiulong Yang; Shihao Ji 001 (BMVC, 2022)

Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph. - Mingchen Li; Jonathan Shihao Ji (COLING, 2022)

ChiTransformer: Towards Reliable Stereo from Cues. - Qing Su; Shihao Ji 001 (CVPR, 2022)

Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model. - Xiulong Yang; Sheng-Min Shih; Yinlin Fu; Xiaoting Zhao; Shihao Ji 001 (CoRR, 2022)

Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence. - Yang Li 146; Xin Ma; Raj Sunderraman; Shihao Ji 001; Suprateek Kundu (CoRR, 2022)

Towards Bridging the Performance Gaps of Joint Energy-Based Models. - Xiulong Yang; Qing Su; Shihao Ji 001 (CVPR, 2023)

FLSL: Feature-level Self-supervised Learning. - Qing Su; Anton Netchaev; Hai Li; Shihao Ji 001 (NeurIPS, 2023)

M-EBM: Towards Understanding the Manifolds of Energy-Based Models. - Xiulong Yang; Shihao Ji 001 (PAKDD (1), 2023)

Sparse Graph Attention Networks. - Yang Ye; Shihao Ji 001 (IEEE Trans. Knowl. Data Eng., 2023)

Towards Energy-Efficient Llama2 Architecture on Embedded FPGAs. - Han Xu 014; Xingyuan Wang; Shihao Ji 001 (CIKM, 2024)

Unsqueeze [CLS] Bottleneck to Learn Rich Representations. - Qing Su; Shihao Ji 001 (ECCV (42), 2024)

VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks. - Yang Li 146; Shaobo Han; Shihao Ji 001 (NeurIPS, 2024)

UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles. - Hui Ye; Rajshekhar Sunderraman; Shihao Ji 001 (NeurIPS, 2024)

LlamaF: An Efficient Llama2 Architecture Accelerator on Embedded FPGAs. - Han Xu 014; Yutong Li 008; Shihao Ji 001 (WF-IoT, 2024)

A Hybrid Generative and Discriminative PointNet on Unordered Point Sets. - Yang Ye; Shihao Ji 001 (CoRR, 2024)

MatchXML: An Efficient Text-Label Matching Framework for Extreme Multi-Label Text Classification. - Hui Ye; Rajshekhar Sunderraman; Shihao Ji 001 (IEEE Trans. Knowl. Data Eng., 2024)

HyperGCL: Multi-Modal Graph Contrastive Learning via Learnable Hypergraph Views. - Khaled Mohammed Saifuddin; Shihao Ji 001; Esra Akbas (CoRR, 2025)

Uni-LoRA: One Vector is All You Need. - Kaiyang Li 001; Shaobo Han; Qing Su; Wei Li 059; Zhipeng Cai 001; Shihao Ji 001 (CoRR, 2025)