| 2025 | CIKM | Reliable and Efficient Container Orchestration of LLMs via MCP. | Han Xu, Xingyuan Wang, Shihao Ji |
| 2025 | IJCNN | HyperGCL: Multi-Modal Graph Contrastive Learning via Learnable Hypergraph Views. | Khaled Mohammed Saifuddin, Shihao Ji, Esra Akbas |
| 2024 | CIKM | Towards Energy-Efficient Llama2 Architecture on Embedded FPGAs. | Han Xu, Xingyuan Wang, Shihao Ji |
| 2024 | ECCV | Unsqueeze [CLS] Bottleneck to Learn Rich Representations. | Qing Su, Shihao Ji |
| 2023 | CVPR | Towards Bridging the Performance Gaps of Joint Energy-Based Models. | Xiulong Yang, Qing Su, Shihao Ji |
| 2023 | PAKDD | M-EBM: Towards Understanding the Manifolds of Energy-Based Models. | Xiulong Yang, Shihao Ji |
| 2022 | BMVC | APSNet: Attention Based Point Cloud Sampling. | Yang Ye, Xiulong Yang, Shihao Ji |
| 2022 | CVPR | ChiTransformer: Towards Reliable Stereo from Cues. | Qing Su, Shihao Ji |
| 2021 | BMVC | Generative Dynamic Patch Attack. | Xiang Li, Shihao Ji |
| 2021 | BMVC | Improving Text-to-Image Synthesis Using Contrastive Learning. | Hui Ye, Xiulong Yang, Martin Takc, Rajshekhar Sunderraman, Shihao Ji |
| 2021 | ICCV | JEM++: Improved Techniques for Training JEM. | Xiulong Yang, Shihao Ji |
| 2021 | ICIP | A Unified Density-Driven Framework For Effective Data Denoising And Robust Abstention. | Krishanu Sarker, Xiulong Yang, Yang Li, Saeid Belkasim, Shihao Ji |
| 2021 | IJCNN | Neural Plasticity Networks. | Yang Li, Shihao Ji |
| 2021 | UIC | Human Activity Recognition from RGB Video Streams Using 1D-CNNs. | Sivanvita Srimath, Yang Ye, Krishanu Sarker, Rajshekhar Sunderraman, Shihao Ji |
| 2020 | ICPR | Learning with Multiplicative Perturbations. | Xiulong Yang, Shihao Ji |
| 2019 | AISTATS | Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models. | Jiong Zhang, Parameswaran Raman, Shihao Ji, Hsiang-Fu Yu, S. V. N. Vishwanathan, Inderjit S. Dhillon |
| 2018 | ICMLA | Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data. | Krishanu Sarker, Mohamed Masoud, Saeid Belkasim, Shihao Ji |
| 2016 | EMNLP | WordRank: Learning Word Embeddings via Robust Ranking. | Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan |
| 2010 | CIKM | User behavior driven ranking without editorial judgments. | Taesup Moon, Georges Dupret, Shihao Ji, Ciya Liao, Zhaohui Zheng |
| 2009 | CIKM | Incorporating robustness into web ranking evaluation. | Xin Li, Fan Li, Shihao Ji, Zhaohui Zheng, Yi Chang, Anlei Dong |
| 2009 | EMNLP | Empirical Exploitation of Click Data for Task Specific Ranking. | Anlei Dong, Yi Chang, Shihao Ji, Ciya Liao, Xin Li, Zhaohui Zheng |
| 2009 | SIGIR | Global ranking by exploiting user clicks. | Shihao Ji, Ke Zhou, Ciya Liao, Zhaohui Zheng, Gui-Rong Xue, Olivier Chapelle, Gordon Sun, Hongyuan Zha |
| 2009 | SIGIR | Comparing both relevance and robustness in selection of web ranking functions. | Fan Li, Xin Li, Shihao Ji, Zhaohui Zheng |
| 2007 | AAAI | Point-Based Policy Iteration. | Shihao Ji, Ronald Parr, Hui Li, Xuejun Liao, Lawrence Carin |
| 2007 | ICML | Bayesian compressive sensing and projection optimization. | Shihao Ji, Lawrence Carin |
| 2006 | ICASSP | Homotopy-Based Semi-Supervised Hidden Markov Tree for Texture Analysis. | Nilanjan Dasgupta, Shihao Ji, Lawrence Carin |
| 2004 | ICASSP | Adaptive multi-aspect target classification and detection with hidden Markov models. | Shihao Ji, Xuejun Liao, Lawrence Carin |