| 2026 | AAAI | Revisiting MLLM Based Image Quality Assessment: Errors and Remedy. | Zhenchen Tang, Songlin Yang, Bo Peng, Zichuan Wang, Jing Dong |
| 2025 | ICCV | Textured 3D Regenerative Morphing with 3D Diffusion Prior. | Songlin Yang, Yushi Lan, Honghua Chen, Xingang Pan |
| 2025 | ICLR | Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study. | Shawn Tan, Songlin Yang, Aaron C. Courville, Rameswar Panda, Yikang Shen |
| 2025 | ICLR | Gated Delta Networks: Improving Mamba2 with Delta Rule. | Songlin Yang, Jan Kautz, Ali Hatamizadeh |
| 2025 | ICML | Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time. | Xiaoxuan Han, Songlin Yang, Wei Wang, Yang Li, Jing Dong |
| 2024 | AAAI | Learning Dense Correspondence for NeRF-Based Face Reenactment. | Songlin Yang, Wei Wang, Yushi Lan, Xiangyu Fan, Bo Peng, Lei Yang, Jing Dong |
| 2024 | ICASSP | Spatial-Temporal Interaction Decoding Transformer for Unsupervised Multivariate Time Series Anomaly Detection. | Songlin Yang, Jing Li, Kuanzhi Shi, Yu Chen, Yunlong Zhu, Xudong He, Jinlong Wu, Chenling Pan |
| 2024 | ICML | Gated Linear Attention Transformers with Hardware-Efficient Training. | Songlin Yang, Bailin Wang, Yikang Shen, Rameswar Panda, Yoon Kim |
| 2024 | INDIN | A Fine-Grained CO2 Monitoring System Using Aerial-Ground Cooperative Sensing. | Songlin Yang, Tao Yang, Bo Hu, Liang Cheng, Lingchen Wang |
| 2023 | ACL | Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role. | Wei Liu, Songlin Yang, Kewei Tu |
| 2023 | ACL | Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars. | Songlin Yang, Roger Levy, Yoon Kim |
| 2023 | ACL | Don't Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection. | Songlin Yang, Kewei Tu |
| 2023 | CVPR | Exposing Fine-Grained Adversarial Vulnerability of Face Anti-Spoofing Models. | Songlin Yang, Wei Wang, Chenye Xu, Ziwen He, Bo Peng, Jing Dong |
| 2023 | EMNLP | Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks. | Zhaohui Yan, Songlin Yang, Wei Liu, Kewei Tu |
| 2023 | EMNLP | Improving Span Representation by Efficient Span-Level Attention. | Pengyu Ji, Songlin Yang, Kewei Tu |
| 2023 | EMNLP | Simple Hardware-Efficient PCFGs with Independent Left and Right Productions. | Wei Liu, Songlin Yang, Yoon Kim, Kewei Tu |
| 2023 | ICASSP | Designing A 3d-Aware Stylenerf Encoder for Face Editing. | Songlin Yang, Wei Wang, Bo Peng, Jing Dong |
| 2023 | IROS | An Origami-Based Miniature Jumping Robot with Adjustable Jumping Trajectory and Enhanced Intermittent Jumps. | Zhipeng Xiong, Lingqi Tang, Longlong Hu, Songlin Yang, Xiaojun Yang, Yao Li, Bing Li |
| 2022 | ACL | Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing. | Chao Lou, Songlin Yang, Kewei Tu |
| 2022 | ACL | Headed-Span-Based Projective Dependency Parsing. | Songlin Yang, Kewei Tu |
| 2022 | ACL | Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks. | Songlin Yang, Kewei Tu |
| 2022 | ACL | Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing. | Songlin Yang, Kewei Tu |
| 2022 | APNOMS | MicroMILTS: Fault Location for Microservices Based Mutual Information and LSTM Autoencoder. | Linwei Yang, Jing Li, Kuanzhi Shi, Songlin Yang, Qingfu Yang, Jiangang Sun |
| 2022 | EMNLP | Semantic Dependency Parsing with Edge GNNs. | Songlin Yang, Kewei Tu |
| 2022 | NAACL | Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs. | Songlin Yang, Wei Liu, Kewei Tu |
| 2021 | ACL | Neural Bi-Lexicalized PCFG Induction. | Songlin Yang, Yanpeng Zhao, Kewei Tu |
| 2021 | HCI | A Novel Mobile Application for Medication Adherence Supervision Based on AR and OpenCV Designed for Elderly Patients. | Songlin Yang, Xiaoping Pang, Xingxi He |
| 2021 | NAACL | PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols. | Songlin Yang, Yanpeng Zhao, Kewei Tu |
| 2020 | COLING | Second-Order Unsupervised Neural Dependency Parsing. | Songlin Yang, Yong Jiang, Wenjuan Han, Kewei Tu |
| 2018 | FAST | RAID+: Deterministic and Balanced Data Distribution for Large Disk Enclosures. | Guangyan Zhang, Zican Huang, Xiaosong Ma, Songlin Yang, Zhufan Wang, Weimin Zheng |
| 2011 | PRDC | One Optimization Method on the Navigation Performance Reliability of Planing Craft. | Songlin Yang, Ning Yu, Feng Zhu, Huilei Li |
| 2003 | IGARSS | Wetland vegetation biomass estimation using Landsat-7 ETM+ data. | Qulin Tan, Yun Shao, Songlin Yang, Qingzhao Wei |
| 2003 | IGARSS | Landsat TM optimal bands selection for freshwater lake international importance wetland interpretation and monitoring. | Qulin Tan, Yun Shao, Songlin Yang, Qingzhao Wei |
| 2003 | IGARSS | All direction auto-adaptive dynamic window filter for noise suppression in SLC SAR image. | Qulin Tan, Yun Shao, Songlin Yang, Qingzhao Wei |