Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning. - Xuxin Cheng; Wanshi Xu; Zhihong Zhu; Hongxiang Li 004; Yuexian Zou (CIKM, 2023)

DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive Learning. - Xuxin Cheng; Zhihong Zhu; Yaowei Li 001; Hongxiang Li 004; Yuexian Zou (CIKM, 2023)

Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation. - Xuxin Cheng; Zhihong Zhu; Wanshi Xu; Yaowei Li 001; Hongxiang Li 004; Yuexian Zou (EMNLP (Findings), 2023)

SSVMR: Saliency-Based Self-Training for Video-Music Retrieval. - Xuxin Cheng; Zhihong Zhu; Hongxiang Li 004; Yaowei Li 001; Yuexian Zou (ICASSP, 2023)

G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory. - Hongxiang Li 004; Meng Cao 002; Xuxin Cheng; Yaowei Li 001; Zhihong Zhu; Yuexian Zou (ICCV, 2023)

Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation. - Yaowei Li 001; Bang Yang; Xuxin Cheng; Zhihong Zhu; Hongxiang Li 004; Yuexian Zou (ICCV, 2023)

C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding. - Xuxin Cheng; Ziyu Yao 001; Zhihong Zhu; Yaowei Li 001; Hongxiang Li 004; Yuexian Zou (INTERSPEECH, 2023)

FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding. - Xuxin Cheng; Wanshi Xu; Ziyu Yao 001; Zhihong Zhu; Yaowei Li 001; Hongxiang Li 004; Yuexian Zou (INTERSPEECH, 2023)

GhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering. - Xuxin Cheng; Zhihong Zhu; Ziyu Yao 001; Hongxiang Li 004; Yaowei Li 001; Yuexian Zou (INTERSPEECH, 2023)

Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning. - Zhihong Zhu; Xuxin Cheng; Dongsheng Chen; Zhiqi Huang 001; Hongxiang Li 004; Yuexian Zou (INTERSPEECH, 2023)

Generating Templated Caption for Video Grounding. - Hongxiang Li 004; Meng Cao 002; Xuxin Cheng; Zhihong Zhu; Yaowei Li 001; Yuexian Zou (CoRR, 2023)

Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport. - Xuxin Cheng; Zhihong Zhu; Hongxiang Li 004; Yaowei Li 001; Xianwei Zhuang; Yuexian Zou (AAAI, 2024)

Exploiting Auxiliary Caption for Video Grounding. - Hongxiang Li 004; Meng Cao 002; Xuxin Cheng; Yaowei Li 001; Zhihong Zhu; Yuexian Zou (AAAI, 2024)

Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment. - Zhihong Zhu; Xuxin Cheng; Yaowei Li 001; Hongxiang Li 004; Yuexian Zou (AAAI, 2024)

Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup. - Xuxin Cheng; Ziyu Yao 001; Yifei Xin; Hao An; Hongxiang Li 004; Yaowei Li 001; Yuexian Zou (ACL (1), 2024)

KC-Prompt: End-To-End Knowledge-Complementary Prompting for Rehearsal-Free Continual Learning. - Yaowei Li 001; Yating Liu; Xuxin Cheng; Zhihong Zhu; Hongxiang Li 004; Bang Yang; Zhiqi Huang 001 (ICASSP, 2024)

Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation. - Zhihong Zhu; Xuxin Cheng; Yunyan Zhang; Zhaorun Chen; Qingqing Long; Hongxiang Li 004; Zhiqi Huang 001; Xian Wu 001; Yefeng Zheng 001 (MICCAI (3), 2024)

Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration. - Xianwei Zhuang; Xuxin Cheng; Zhihong Zhu; Zhanpeng Chen; Hongxiang Li 004; Yuexian Zou (ACM Multimedia, 2024)

Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding. - Zhihong Zhu; Xuxin Cheng; Hongxiang Li 004; Yaowei Li 001; Yuexian Zou (WSDM, 2024)

DisPose: Disentangling Pose Guidance for Controllable Human Image Animation. - Hongxiang Li 004; Yaowei Li 001; Yuhang Yang; Junjie Cao; Zhihong Zhu; Xuxin Cheng; Long Chen 016 (ICLR, 2025)

BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing. - Yaowei Li 001; Lingen Li; Zhaoyang Zhang 004; Xiaoyu Li 002; Guangzhi Wang; Hongxiang Li 004; Xiaodong Cun; Ying Shan; Yuexian Zou (CoRR, 2025)

Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation. - Xiaoshuang Huang; Hongxiang Li 004; Meng Cao 002; Long Chen 016; Chenyu You; Dong An 001 (IEEE Trans. Medical Imaging, 2025)

DAT: Dual-Branch Adapter-Tuning for Few-Shot Recognition. - Junxi Chen; Guangxing Wu; Hongxiang Li 004; Jiankang Chen; Wentao Zhang 005; Wei-Shi Zheng 001; Ruixuan Wang (IEEE Trans. Circuits Syst. Video Technol., 2025)