| 2026 | ACL | Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMs. | Guanghui Ye, Huan Zhao, Qin Zhu, Fengnan Li, Jiaqi Li, Yixian Shen, Zhonghao Ren, Zhihua Jiang |
| 2026 | DATE | Multi-Partner Project: COIN-3D - Collaborative Innovation in 3D VLSI Reliability. | George Rafael Gourdoumanis, Fotoini Oikonomou, Maria Pantazi-Kypraiou, Pavlos Stoikos, Olympia Axelou, Athanasios Tziouvaras, Georgios Karakonstantis, Tahani Aladwani, Christos Anagnostopoulos, Yixian Shen, Anuj Pathania, Alberto Garca Ortiz, George Floros |
| 2025 | AAAI | Gradient Weight-normalized Low-rank Projection for Efficient LLM Training. | Jia-Hong Huang, Yixian Shen, Hongyi Zhu, Stevan Rudinac, Evangelos Kanoulas |
| 2025 | ACL | MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection. | Yixian Shen, Qi Bi, Jia-Hong Huang, Hongyi Zhu, Andy D. Pimentel, Anuj Pathania |
| 2025 | EMNLP | NeuroAda: Activating Each Neuron's Potential for Parameter-Efficient Fine-Tuning. | Zhi Zhang, Yixian Shen, Congfeng Cao, Ekaterina Shutova |
| 2025 | ICCV | AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization. | Qi Bi, Yixian Shen, Jingjun Yi, Gui-Song Xia |
| 2025 | IJCNLP | SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing. | Jing Chen, Zhiheng Yang, Yixian Shen, Jie Liu, Adam Belloum, Paola Grosso, Chrysa Papagianni |
| 2025 | MMM | Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models. | Jia-Hong Huang, Hongyi Zhu, Yixian Shen, Stevan Rudinac, Evangelos Kanoulas |
| 2025 | NAACL | SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation. | Yixian Shen, Qi Bi, Jia-Hong Huang, Hongyi Zhu, Andy D. Pimentel, Anuj Pathania |
| 2024 | CIKM | Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models. | Jia-Hong Huang, Chao-Chun Yang, Yixian Shen, Alessio M. Pacces, Evangelos Kanoulas |
| 2024 | ISLPED | PiQi: Partially Quantized DNN Inference on HMPSoCs. | Ehsan Aghapour, Yixian Shen, Dolly Sapra, Andy D. Pimentel, Anuj Pathania |
| 2023 | DATE | Thermal Management for S-NUCA Many-Cores via Synchronous Thread Rotations. | Yixian Shen, Sobhan Niknam, Anuj Pathania, Andy D. Pimentel |
| 2019 | HPCC | Bi-Cluster: A High-Performance Data Query Framework for Large-Scale Scientific Data. | Yixian Shen, Cheng Peng, Yunfei Du, Yutong Lu |
| 2018 | HPCC | Teno: An Efficient High-Throughput Computing Job Execution Framework on Tianhe-2. | Yixian Shen |