Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training. - Xuyang Shen; Jo Plested; Yue Yao; Tom Gedeon (ICONIP (4), 2020)

Rethinking Binary Hyperparameters for Deep Transfer Learning. - Jo Plested; Xuyang Shen; Tom Gedeon (ICONIP (2), 2021)

Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space. - Xuyang Shen; Jo Plested; Sabrina B. Caldwell; Tom Gedeon (IJCNN, 2021)

Non-binary deep transfer learning for imageclassification. - Jo Plested; Xuyang Shen; Tom Gedeon (CoRR, 2021)

Feature Selection on Thermal-stress Dataset. - Xuyang Shen; Jo Plested; Tom Gedeon (CoRR, 2021)

AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification. - Xuyang Shen; Jo Plested; Sabrina B. Caldwell; Yiran Zhong; Tom Gedeon (CoRR, 2022)

Linear Video Transformer with Feature Fixation. - Kaiyue Lu; Zexiang Liu; Jianyuan Wang; Weixuan Sun; Zhen Qin 003; Dong Li 033; Xuyang Shen; Hui Deng; Xiaodong Han; Yuchao Dai; Yiran Zhong (CoRR, 2022)

Fine-grained Audible Video Description. - Xuyang Shen; Dong Li 033; Jinxing Zhou; Zhen Qin 003; Bowen He; Xiaodong Han; Aixuan Li; Yuchao Dai; Lingpeng Kong; Meng Wang 001; Yu Qiao 001; Yiran Zhong (CVPR, 2023)

Scaling TransNormer to 175 Billion Parameters. - Zhen Qin 003; Dong Li 033; Weigao Sun; Weixuan Sun; Xuyang Shen; Xiaodong Han; Yunshen Wei; Baohong Lv; Fei Yuan; Xiao Luo; Yu Qiao 001; Yiran Zhong (CoRR, 2023)

Scaling Laws for Linear Complexity Language Models. - Xuyang Shen; Dong Li 033; Ruitao Leng; Zhen Qin 003; Weigao Sun; Yiran Zhong (EMNLP, 2024)

CO2: Efficient Distributed Training with Full Communication-Computation Overlap. - Weigao Sun; Zhen Qin 003; Weixuan Sun; Shidi Li; Dong Li 033; Xuyang Shen; Yu Qiao 001; Yiran Zhong (ICLR, 2024)

Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention. - Zhen Qin 003; Weigao Sun; Dong Li 033; Xuyang Shen; Weixuan Sun; Yiran Zhong (ICML, 2024)

TAVGBench: Benchmarking Text to Audible-Video Generation. - Yuxin Mao; Xuyang Shen; Jing Zhang 052; Zhen Qin 003; Jinxing Zhou; Mochu Xiang; Yiran Zhong; Yuchao Dai (ACM Multimedia, 2024)

Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models. - Zhen Qin 003; Weigao Sun; Dong Li 033; Xuyang Shen; Weixuan Sun; Yiran Zhong (CoRR, 2024)

Linear Attention Sequence Parallelism. - Weigao Sun; Zhen Qin 003; Dong Li 033; Xuyang Shen; Yu Qiao 001; Yiran Zhong (CoRR, 2024)

HGRN2: Gated Linear RNNs with State Expansion. - Zhen Qin 003; Songlin Yang; Weixuan Sun; Xuyang Shen; Dong Li 033; Weigao Sun; Yiran Zhong (CoRR, 2024)

Unlocking the Secrets of Linear Complexity Sequence Model from A Unified Perspective. - Zhen Qin 003; Xuyang Shen; Dong Li 033; Weigao Sun; Stan Birchfield; Richard I. Hartley; Yiran Zhong (CoRR, 2024)

You Only Scan Once: Efficient Multi-dimension Sequential Modeling with LightNet. - Zhen Qin 003; Yuxin Mao; Xuyang Shen; Dong Li 033; Jing Zhang 052; Yuchao Dai; Yiran Zhong (CoRR, 2024)

LASP: Linear Attention Sequence Parallelism. - Weigao Sun; Zhen Qin 003; Dong Li 033; Xuyang Shen; Yu Qiao 001; Yiran Zhong (Trans. Mach. Learn. Res., 2025)

MiniMax-01: Scaling Foundation Models with Lightning Attention. - MiniMax; Aonian Li; Bangwei Gong; Bo Yang; Boji Shan; Chang Liu; Cheng Zhu; Chunhao Zhang; Congchao Guo; Da Chen; Dong Li 033; Enwei Jiao; et al. (CoRR, 2025)

Multi-modal Time Series Analysis: A Tutorial and Survey. - Yushan Jiang; Kanghui Ning; Zijie Pan; Xuyang Shen; Jingchao Ni; Wenchao Yu; Anderson Schneider; Haifeng Chen; Yuriy Nevmyvaka; Dongjin Song (CoRR, 2025)

Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme. - Yan Ma; Steffi Chern; Xuyang Shen; Yiran Zhong; Pengfei Liu (CoRR, 2025)

Audio-Visual Segmentation with Semantics. - Jinxing Zhou; Xuyang Shen; Jianyuan Wang; Jiayi Zhang; Weixuan Sun; Jing Zhang 052; Stan Birchfield; Dan Guo 001; Lingpeng Kong; Meng Wang 001; Yiran Zhong (Int. J. Comput. Vis., 2025)

One RL to See Them All: Visual Triple Unified Reinforcement Learning. - Yan Ma; Linge Du; Xuyang Shen; Shaoxiang Chen; Pengfei Li; Qibing Ren; Lizhuang Ma; Yuchao Dai; Pengfei Liu; Junjie Yan (CoRR, 2025)

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention. - Aili Chen; Aonian Li; Bangwei Gong; Binyang Jiang; Bo Fei; Bo Yang; Boji Shan; Changqing Yu; Chao Wang; Cheng Zhu; Chengjun Xiao; Chengyu Du; et al. (CoRR, 2025)

Autoregressive Image Generation with Linear Complexity: A Spatial-Aware Decay Perspective. - Yuxin Mao; Zhen Qin 003; Jinxing Zhou; Hui Deng; Xuyang Shen; Bin Fan 002; Jing Zhang 052; Yiran Zhong; Yuchao Dai (CoRR, 2025)