Two-Aspect Information Interaction Model for ABAW4 Multi-task Challenge. - Haiyang Sun 004; Zheng Lian; Bin Liu 041; Jianhua Tao 001; Licai Sun; Cong Cai; Yu He (ECCV Workshops (6), 2022)

Fully Automated End-to-End Fake Audio Detection. - Chenglong Wang 001; Jiangyan Yi; Jianhua Tao 001; Haiyang Sun 004; Xun Chen; Zhengkun Tian; Haoxin Ma; Cunhang Fan; Ruibo Fu (DDAM@MM, 2022)

EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition. - Haiyang Sun 004; Zheng Lian; Bin Liu 041; Ying Li; Licai Sun; Cong Cai; Jianhua Tao 001; Meng Wang 001; Yuan Cheng (CoRR, 2022)

Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge. - Haiyang Sun 004; Zheng Lian; Bin Liu 041; Jianhua Tao 001; Licai Sun; Cong Cai (CoRR, 2022)

EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition. - Haiyang Sun 004; Zheng Lian; Bin Liu 041; Ying Li; Jianhua Tao 001; Licai Sun; Cong Cai; Meng Wang 001; Yuan Cheng (INTERSPEECH, 2023)

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning. - Zheng Lian; Haiyang Sun 004; Licai Sun; Kang Chen; Mingyu Xu; Kexin Wang; Ke Xu; Yu He; Ying Li; Jinming Zhao; Ye Liu; Bin Liu 041; et al. (ACM Multimedia, 2023)

Integrating VideoMAE based model and Optical Flow for Micro- and Macro-expression Spotting. - Ke Xu; Kang Chen; Licai Sun; Zheng Lian; Bin Liu 041; Gong Chen; Haiyang Sun 004; Mingyu Xu; Jianhua Tao 001 (ACM Multimedia, 2023)

Exclusive Modeling for MuSe-Personalisation Challenge. - Haiyang Sun 004; Zhuofan Wen 001; Mingyu Xu; Zheng Lian; Licai Sun; Bin Liu 041; Jianhua Tao 001 (MuSe@ACM Multimedia, 2023)

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning. - Zheng Lian; Haiyang Sun 004; Licai Sun; Jinming Zhao; Ye Liu; Bin Liu 042; Jiangyan Yi; Meng Wang 001; Erik Cambria; Guoying Zhao 001; Björn W. Schuller; Jianhua Tao 001 (CoRR, 2023)

MFAS: Emotion Recognition through Multiple Perspectives Fusion Architecture Search Emulating Human Cognition. - Haiyang Sun 004; Fulin Zhang; Zheng Lian; Yingying Guo; Shilei Zhang (CoRR, 2023)

Explainable Multimodal Emotion Reasoning. - Zheng Lian; Licai Sun; Mingyu Xu; Haiyang Sun 004; Ke Xu; Zhuofan Wen 001; Shun Chen; Bin Liu 042; Jianhua Tao 001 (CoRR, 2023)

GPT-4V with Emotion: A Zero-shot Benchmark for Multimodal Emotion Understanding. - Zheng Lian; Licai Sun; Haiyang Sun 004; Kang Chen; Zhuofan Wen 001; Hao Gu; Shun Chen; Bin Liu 041; Jianhua Tao 001 (CoRR, 2023)

RMNAS: A Multimodal Neural Architecture Search Framework For Robust Multimodal Sentiment Analysis. - Haiyang Sun 004; Zheng Lian; Licai Sun; Bin Liu 041; Jianhua Tao 001 (CoRR, 2023)

MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition. - Haiyang Sun 004; Fulin Zhang; Yingying Gao; Shilei Zhang; Zheng Lian; Junlan Feng (INTERSPEECH, 2024)

MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition. - Zheng Lian; Haiyang Sun 004; Licai Sun; Zhuofan Wen 001; Siyuan Zhang; Shun Chen; Hao Gu; Jinming Zhao; Ziyang Ma 001; Xie Chen 001; Jiangyan Yi; Rui Liu 008; et al. (MRAC@MM, 2024)

DPP: A Dual-Phase Processing Method for Cross-Cultural Humor Detection. - Shun Chen; Hailiang Yao; Mingyu Xu; Zhuofan Wen 001; Haiyang Sun 004; Licai Sun; Zheng Lian; Bin Liu 041; Fengyu Zhang; Siyuan Zhang; Jianhua Tao 001 (MuSe@ACM Multimedia, 2024)

Social Perception Prediction for MuSe 2024: Joint Learning of Multiple Perceptions. - Zhuofan Wen 001; Hailiang Yao; Shun Chen; Haiyang Sun 004; Mingyu Xu; Licai Sun; Zheng Lian; Bin Liu 041; Fengyu Zhang; Siyuan Zhang; Jianhua Tao 001 (MuSe@ACM Multimedia, 2024)

MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition. - Zheng Lian; Licai Sun; Yong Ren; Hao Gu; Haiyang Sun 004; Lan Chen; Bin Liu 041; Jianhua Tao 001 (CoRR, 2024)

Can Deception Detection Go Deeper? Dataset, Evaluation, and Benchmark for Deception Reasoning. - Kang Chen; Zheng Lian; Haiyang Sun 004; Bin Liu 041; Jianhua Tao 001 (CoRR, 2024)

Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild. - Zhuofan Wen 001; Fengyu Zhang; Siyuan Zhang; Haiyang Sun 004; Mingyu Xu; Licai Sun; Zheng Lian; Bin Liu 041; Jianhua Tao 001 (CoRR, 2024)

AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition. - Zheng Lian; Haiyang Sun 004; Licai Sun; Jiangyan Yi; Bin Liu 041; Jianhua Tao 001 (CoRR, 2024)

Open-vocabulary Multimodal Emotion Recognition: Dataset, Metric, and Benchmark. - Zheng Lian; Haiyang Sun 004; Licai Sun; Lan Chen; Haoyu Chen 001; Hao Gu; Zhuofan Wen 001; Shun Chen; Siyuan Zhang; Hailiang Yao; Mingyu Xu; Kang Chen; et al. (CoRR, 2024)

GPT-4V with emotion: A zero-shot benchmark for Generalized Emotion Recognition. - Zheng Lian; Licai Sun; Haiyang Sun 004; Kang Chen; Zhuofan Wen 001; Hao Gu; Bin Liu 041; Jianhua Tao 001 (Inf. Fusion, 2024)

SVFAP: Self-Supervised Video Facial Affect Perceiver. - Licai Sun; Zheng Lian; Kexin Wang; Yu He; Mingyu Xu; Haiyang Sun 004; Bin Liu 041; Jianhua Tao 001 (IEEE Trans. Affect. Comput., 2025)

AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models. - Zheng Lian; Haoyu Chen 001; Lan Chen; Haiyang Sun 004; Licai Sun; Yong Ren; Zebang Cheng; Bin Liu 041; Rui Liu 008; Xiaojiang Peng; Jiangyan Yi; Jianhua Tao 001 (CoRR, 2025)

FELLE: Autoregressive Speech Synthesis with Token-Wise Coarse-to-Fine Flow Matching. - Hui Wang 075; Shujie Liu 001; Lingwei Meng; Jinyu Li 001; Yifan Yang 005; Shiwan Zhao; Haiyang Sun 004; Yanqing Liu; Haoqin Sun; Jiaming Zhou; Yan Lu; Yong Qin (CoRR, 2025)

Pseudo-Autoregressive Neural Codec Language Models for Efficient Zero-Shot Text-to-Speech Synthesis. - Yifan Yang 005; Shujie Liu 001; Jinyu Li 001; Yuxuan Hu 003; Haibin Wu; Hui Wang 075; Jianwei Yu 001; Lingwei Meng; Haiyang Sun 004; Yanqing Liu; Yan Lu; Kai Yu 004; et al. (CoRR, 2025)

Zero-Shot Streaming Text to Speech Synthesis with Transducer and Auto-Regressive Modeling. - Haiyang Sun 004; Shujie Hu; Shujie Liu 001; Lingwei Meng; Hui Wang 075; Bing Han 008; Yifan Yang 005; Yanqing Liu; Sheng Zhao; Yan Lu; Yanmin Qian (CoRR, 2025)