Federated Learning for Spoken Language Understanding. - Zhiqi Huang 001; Fenglin Liu; Yuexian Zou (COLING, 2020)

PIN: A Novel Parallel Interactive Network for Spoken Language Understanding. - Peilin Zhou; Zhiqi Huang 001; Fenglin Liu; Yuexian Zou (ICPR, 2020)

DynaBERT: Dynamic BERT with Adaptive Width and Depth. - Lu Hou 002; Zhiqi Huang 001; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (NeurIPS, 2020)

Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention. - Zhiqi Huang 001; Fenglin Liu; Xian Wu 001; Shen Ge; Helin Wang; Wei Fan 001; Yuexian Zou (AAAI, 2021)

GhostBERT: Generate More Features with Cheap Operations for BERT. - Zhiqi Huang 001; Lu Hou 002; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (ACL/IJCNLP (1), 2021)

Sentiment Injected Iteratively Co-Interactive Network for Spoken Language Understanding. - Zhiqi Huang 001; Fenglin Liu; Peilin Zhou; Yuexian Zou (ICASSP, 2021)

Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model. - Zhiqi Huang 001; Fenglin Liu; Xian Wu 001; Shen Ge; Helin Wang; Wei Fan 001; Yuexian Zou (CoRR, 2021)

HAN: Higher-order Attention Network for Spoken Language Understanding. - Dongsheng Chen; Zhiqi Huang 001; Yuexian Zou (CoRR, 2021)

MTL-SLT: Multi-Task Learning for Spoken Language Tasks. - Zhiqi Huang 001; Milind Rao; Anirudh Raju; Zhe Zhang; Bach Bui; Chul Lee (ConvAI@ACL, 2022)

Leveraging Bilinear Attention to Improve Spoken Language Understanding. - Dongsheng Chen; Zhiqi Huang 001; Yuexian Zou (ICASSP, 2022)

Towards Joint Intent Detection and Slot Filling via Higher-order Attention. - Dongsheng Chen; Zhiqi Huang 001; Xian Wu 001; Shen Ge; Yuexian Zou (IJCAI, 2022)

Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations. - Zhihong Zhu; Xuxin Cheng; Zhiqi Huang 001; Dongsheng Chen; Yuexian Zou (ACL (Findings), 2023)

MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding. - Zhiqi Huang 001; Dongsheng Chen; Zhihong Zhu; Xuxin Cheng (EMNLP (Findings), 2023)

Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention. - Yifeng Xie; Zhihong Zhu; Xuxin Cheng; Zhiqi Huang 001; Dongsheng Chen (EMNLP (Findings), 2023)

Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence. - Zhihong Zhu; Xuxin Cheng; Zhiqi Huang 001; Dongsheng Chen; Yuexian Zou (EMNLP, 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; Yuexian Zou (INTERSPEECH, 2023)

MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts. - Xuxin Cheng; Zhihong Zhu; Xianwei Zhuang; Zhanpeng Chen; Zhiqi Huang 001; Yuexian Zou (ACL (Findings), 2024)

Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment. - Zhihong Zhu; Xuxin Cheng; Zhanpeng Chen; Xianwei Zhuang; Zhiqi Huang 001; Yuexian Zou (ACL (Short Papers), 2024)

PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling. - Xianwei Zhuang; Xuxin Cheng; Liming Liang; Yuxin Xie 004; Zhichang Wang; Zhiqi Huang 001; Yuexian Zou (ACL (1), 2024)

SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding. - Zhihong Zhu; Xuxin Cheng; Zhanpeng Chen; Zhichang Wang; Zhiqi Huang 001; Yuexian Zou (CIKM, 2024)

Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic. - Hao An; Zhihong Zhu; Xuxin Cheng; Zhiqi Huang 001; Yuexian Zou (LREC/COLING, 2024)

InfoEnh: Towards Multimodal Sentiment Analysis via Information Bottleneck Filter and Optimal Transport Alignment. - Yifeng Xie; Zhihong Zhu; Xuan Lu; Zhiqi Huang 001; Haoran Xiong (LREC/COLING, 2024)

Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study. - Zhihong Zhu; Xuxin Cheng; Hao An; Zhichang Wang; Dongsheng Chen; Zhiqi Huang 001 (LREC/COLING, 2024)

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

Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics. - Zhihong Zhu; Yunyan Zhang; Xuxin Cheng; Zhiqi Huang 001; Derong Xu; Xian Wu 001; Yefeng Zheng 001 (LREC/COLING, 2024)

Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection. - Zhanpeng Chen; Zhihong Zhu; Xianwei Zhuang; Zhiqi Huang 001; Yuexian Zou (EMNLP, 2024)

KC-Prompt: End-To-End Knowledge-Complementary Prompting for Rehearsal-Free Continual Learning. - Yaowei Li; Yating Liu; Xuxin Cheng; Zhihong Zhu; Hongxiang Li; 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; Zhiqi Huang 001; Xian Wu 001; Yefeng Zheng 001 (MICCAI (3), 2024)

FD2Talk: Towards Generalized Talking Head Generation with Facial Decoupled Diffusion Model. - Ziyu Yao 001; Xuxin Cheng; Zhiqi Huang 001 (ACM Multimedia, 2024)

MoBA: Mixture of Bi-directional Adapter for Multi-modal Sarcasm Detection. - Yifeng Xie; Zhihong Zhu; Xin Chen; Zhanpeng Chen; Zhiqi Huang 001 (ACM Multimedia, 2024)

CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model. - Ziyu Yao 001; Xuxin Cheng; Zhiqi Huang 001; Lei Li (CVPR, 2025)

Towards Zero-shot Cross-lingual SLU with Syntax-aware Multi-view Contrastive Learning. - Yuxin Xie 004; Zhen Xiong; Tinghe Zhang; Mengke Cui; Yuqi Li; Zhiqi Huang 001; Zhihong Zhu (ICASSP, 2025)