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

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

G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory. - Hongxiang Li; 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; 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; 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; 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; Yaowei Li 001; Yuexian Zou (INTERSPEECH, 2023)

Generating Templated Caption for Video Grounding. - Hongxiang Li; 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; Yaowei Li 001; Xianwei Zhuang; Yuexian Zou (AAAI, 2024)

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

Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning. - Bang Yang; Yong Dai; Xuxin Cheng; Yaowei Li 001; Asif Raza; 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; Yuexian Zou (AAAI, 2024)

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

Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling. - Zhihong Zhu; Xuxin Cheng; Guimin Hu; Yaowei Li 001; Zhiqi Huang 001; Yuexian Zou (LREC/COLING, 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; Bang Yang; Zhiqi Huang 001 (ICASSP, 2024)

Clip-Based Synergistic Knowledge Transfer for text-based Person Retrieval. - Yating Liu; Yaowei Li 001; Zimo Liu; Wenming Yang; Yaowei Wang 001; Qingmin Liao (ICASSP, 2024)

MotionCtrl: A Unified and Flexible Motion Controller for Video Generation. - Zhouxia Wang; Ziyang Yuan; Xintao Wang 002; Yaowei Li 001; Tianshui Chen; Menghan Xia; Ping Luo 002; Ying Shan (SIGGRAPH (Conference Paper Track), 2024)

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

Vision-Language Models Meet Meteorology: Developing Models for Extreme Weather Events Detection with Heatmaps. - Jian Chen 047; Peilin Zhou; Yining Hua; Dading Chong; Meng Cao 002; Yaowei Li 001; Zixuan Yuan; Bing Zhu; Junwei Liang 001 (CoRR, 2024)

BrushEdit: All-In-One Image Inpainting and Editing. - Yaowei Li 001; Yuxuan Bian; Xuan Ju; Zhaoyang Zhang 004; Ying Shan; Yuexian Zou; Qiang Xu 001 (CoRR, 2024)

Image Conductor: Precision Control for Interactive Video Synthesis. - Yaowei Li 001; Xintao Wang 002; Zhaoyang Zhang 004; Zhouxia Wang; Ziyang Yuan; Liangbin Xie; Ying Shan; Yuexian Zou (AAAI, 2025)

DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval. - Yating Liu; Zimo Liu; Xiangyuan Lan; Wenming Yang; Yaowei Li 001; Qingmin Liao (AAAI, 2025)

NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images. - Lingen Li; Zhaoyang Zhang 004; Yaowei Li 001; Jiale Xu; Wenbo Hu 002; Xiaoyu Li 002; Weihao Cheng 002; Jinwei Gu; Tianfan Xue; Ying Shan (CVPR, 2025)

DisPose: Disentangling Pose Guidance for Controllable Human Image Animation. - Hongxiang Li; 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; Xiaodong Cun; Ying Shan; Yuexian Zou (CoRR, 2025)

UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person Retrieval. - Yating Liu; Yaowei Li 001; Xiangyuan Lan; Wenming Yang; Zimo Liu; Qingmin Liao (CoRR, 2025)

IC-Custom: Diverse Image Customization via In-Context Learning. - Yaowei Li 001; Xiaoyu Li 002; Zhaoyang Zhang 004; Yuxuan Bian; Gan Liu; Xinyuan Li; Jiale Xu; Wenbo Hu 002; Yating Liu; Lingen Li; Jing Cai; Yuexian Zou; et al. (CoRR, 2025)

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing. - Lingen Li; Guangzhi Wang; Zhaoxiang Zhang 001; Yaowei Li 001; Xiaoyu Li 002; Qi Dou 001; Jinwei Gu; Tianfan Xue; Ying Shan (CoRR, 2025)