Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training. - Yingyao Wang; Junwei Bao 001; Guangyi Liu 005; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001; Tiejun Zhao (COLING, 2020)

Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. - Guangyi Liu 005; Zichao Yang; Tianhua Tao; Xiaodan Liang; Zhen Li 026; Bowen Zhou 001; Shuguang Cui; Zhiting Hu (CoRR, 2021)

Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning. - Guangyi Liu 005; Yinghong Liao; Fuyu Wang; Bin Zhang; Lu Zhang 051; Xiaodan Liang; Xiang Wan; Shaolin Li; Zhen Li 026; Shuixing Zhang; Shuguang Cui (IEEE Trans. Neural Networks Learn. Syst., 2021)

Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. - Guangyi Liu 005; Zichao Yang; Tianhua Tao; Xiaodan Liang; Junwei Bao 001; Zhen Li 026; Xiaodong He 001; Shuguang Cui; Zhiting Hu (NAACL-HLT, 2022)

Composable Text Control Operations in Latent Space with Ordinary Differential Equations. - Guangyi Liu 005; Zeyu Feng; Yuan Gao; Zichao Yang; Xiaodan Liang; Junwei Bao 001; Xiaodong He 001; Shuguang Cui; Zhen Li 026; Zhiting Hu (CoRR, 2022)

Composable Text Controls in Latent Space with ODEs. - Guangyi Liu 005; Zeyu Feng; Yuan Gao; Zichao Yang; Xiaodan Liang; Junwei Bao 001; Xiaodong He 001; Shuguang Cui; Zhen Li 026; Zhiting Hu (EMNLP, 2023)

Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding. - Guangyi Liu 005; Yu Wang 170; Zeyu Feng; Qiyu Wu 001; Liping Tang; Yuan Gao; Zhen Li 026; Shuguang Cui; Julian J. McAuley; Zichao Yang; Eric P. Xing; Zhiting Hu (ICML, 2024)

Generating, Reconstructing, and Representing Discrete and Continuous Data: Generalized Diffusion with Learnable Encoding-Decoding. - Guangyi Liu 005; Yu Wang 170; Zeyu Feng; Qiyu Wu 001; Liping Tang; Yuan Gao; Zhen Li 026; Shuguang Cui; Julian J. McAuley; Eric P. Xing; Zichao Yang; Zhiting Hu (CoRR, 2024)

Pandora: Towards General World Model with Natural Language Actions and Video States. - Jiannan Xiang; Guangyi Liu 005; Yi Gu; Qiyue Gao; Yuting Ning; Yuheng Zha; Zeyu Feng; Tianhua Tao; Shibo Hao; Yemin Shi 003; Zhengzhong Liu 001; Eric P. Xing; et al. (CoRR, 2024)

Photonic THz Sensing-assisted Multipath Channel Estimation for ISAC. - Zhidong Lyu; Lu Zhang 051; Mingzheng Lei; Qiuzhuo Deng; Zuomin Yang; Xing Fang; Oskars Ozolins; Guangyi Liu 005; Min Zhu; Xiaodan Pang; Xianbin Yu (OFC, 2025)