Emotion classification based on structured information. - Kai Gao 006; Hua Xu 003; Jiushuo Wang (MFI, 2014)

Emotion Cause Detection for Chinese Micro-Blogs Based on ECOCC Model. - Kai Gao 006; Hua Xu 003; Jiushuo Wang (PAKDD (2), 2015)

A rule-based approach to emotion cause detection for Chinese micro-blogs. - Kai Gao 006; Hua Xu 003; Jiushuo Wang (Expert Syst. Appl., 2015)

Two-Stage Attention Network for Aspect-Level Sentiment Classification. - Kai Gao 006; Hua Xu 003; Chengliang Gao; Xiaomin Sun 001; Junhui Deng; Xiaoming Zhang (ICONIP (4), 2018)

Attention-Based BiLSTM Network with Lexical Feature for Emotion Classification. - Kai Gao 006; Hua Xu 003; Chengliang Gao; Hanyong Hao; Junhui Deng; Xiaomin Sun 001 (IJCNN, 2018)

Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract). - Yuxiang Xie; Hua Xu 003; Congcong Yang; Kai Gao 006 (AAAI, 2020)

CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis. - Kaicheng Yang 005; Hua Xu 003; Kai Gao 006 (ACM Multimedia, 2020)

Heterogeneous graph neural networks for noisy few-shot relation classification. - Yuxiang Xie; Hua Xu 003; Jiaoe Li; Congcong Yang; Kai Gao 006 (Knowl. Based Syst., 2020)

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition. - Hanlei Zhang; Xiaoteng Li; Hua Xu 003; Panpan Zhang; Kang Zhao; Kai Gao 006 (CoRR, 2021)

An End-to-End Traditional Chinese Medicine Constitution Assessment System Based on Multimodal Clinical Feature Representation and Fusion. - Huisheng Mao; Baozheng Zhang; Hua Xu 003; Kai Gao 006 (AAAI, 2022)

M-SENA: An Integrated Platform for Multimodal Sentiment Analysis. - Huisheng Mao; Ziqi Yuan; Hua Xu 003; Wenmeng Yu; Yihe Liu; Kai Gao 006 (ACL (demo), 2022)

Consistent Representation Learning for Continual Relation Extraction. - Kang Zhao; Hua Xu 003; Jiangong Yang; Kai Gao 006 (ACL (Findings), 2022)

An In-depth Interactive and Visualized Platform for Evaluating and Analyzing MRC Models. - Zhijing Wu 002; Jingliang Fang; Hua Xu 003; Kai Gao 006 (CIKM, 2022)

Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module. - Yihe Liu; Ziqi Yuan; Huisheng Mao; Zhiyun Liang; Wanqiuyue Yang; Yuanzhe Qiu; Tie Cheng; Xiaoteng Li; Hua Xu 003; Kai Gao 006 (ICMI, 2022)

Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation. - Zhijing Wu 002; Hua Xu 003; Jingliang Fang; Kai Gao 006 (NAACL-HLT (Findings), 2022)

A Self-Adjusting Fusion Representation Learning Model for Unaligned Text-Audio Sequences. - Kaicheng Yang 005; Ruxuan Zhang; Hua Xu 003; Kai Gao 006 (CoRR, 2022)

USNID: A Framework for Unsupervised and Semi-supervised New Intent Discovery. - Hanlei Zhang; Hua Xu 003; Xin Wang; Fei Long; Kai Gao 006 (CoRR, 2023)

Robustness-Eva-MRC: Assessing and analyzing the robustness of neural models in extractive machine reading comprehension. - Jingliang Fang; Hua Xu 003; Zhijing Wu 002; Kai Gao 006; Xiaoyin Che; Haotian Hui (Intell. Syst. Appl., 2023)

Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition. - Qianrui Zhou; Hua Xu 003; Hao Li; Hanlei Zhang; Xiaohan Zhang; Yifan Wang; Kai Gao 006 (AAAI, 2024)

MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations. - Hanlei Zhang; Xin Wang; Hua Xu 003; Qianrui Zhou; Kai Gao 006; Jianhua Su; Jinyue Zhao; Wenrui Li; Yanting Chen (ICLR, 2024)

Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding. - Hanlei Zhang; Qianrui Zhou; Hua Xu 003; Jianhua Su; Roberto Evans; Kai Gao 006 (CoRR, 2024)

Multimodal Consistency-Based Teacher for Semi-Supervised Multimodal Sentiment Analysis. - Ziqi Yuan; Jingliang Fang; Hua Xu 003; Kai Gao 006 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis. - Ziqi Yuan; Yihe Liu; Hua Xu 003; Kai Gao 006 (IEEE Trans. Multim., 2024)

Meta Noise Adaption Framework for Multimodal Sentiment Analysis With Feature Noise. - Ziqi Yuan; Baozheng Zhang; Hua Xu 003; Kai Gao 006 (IEEE Trans. Multim., 2024)

Crossmodal Translation Based Meta Weight Adaption for Robust Image-Text Sentiment Analysis. - Baozheng Zhang; Ziqi Yuan; Hua Xu 003; Kai Gao 006 (IEEE Trans. Multim., 2024)

A Clustering Framework for Unsupervised and Semi-Supervised New Intent Discovery. - Hanlei Zhang; Hua Xu 003; Xin Wang; Fei Long; Kai Gao 006 (IEEE Trans. Knowl. Data Eng., 2024)

Learning how to transfer: A lifelong domain knowledge distillation framework for continual MRC. - Songze Li; Zhijing Wu 002; Runmin Cao; Xiaohan Zhang; Yifan Wang; Hua Xu 003; Kai Gao 006 (Intell. Syst. Appl., 2025)