Edge-Gan: Edge Conditioned Multi-View Face Image Generation. - Heqing Zou; Kenan E. Ak; Ashraf A. Kassim (ICIP, 2020)

Self-Critical Sequence Training for Automatic Speech Recognition. - Chen Chen 075; Yuchen Hu; Nana Hou; Xiaofeng Qi; Heqing Zou; Eng Siong Chng (ICASSP, 2022)

Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information. - Heqing Zou; Yuke Si; Chen Chen 075; Deepu Rajan; Eng Siong Chng (ICASSP, 2022)

Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning. - Chen Chen 075; Nana Hou; Yuchen Hu; Heqing Zou; Xiaofeng Qi; Eng Siong Chng (INTERSPEECH, 2022)

Interactive Audio-text Representation for Automated Audio Captioning with Contrastive Learning. - Chen Chen 075; Nana Hou; Yuchen Hu; Heqing Zou; Xiaofeng Qi; Eng Siong Chng (CoRR, 2022)

Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning. - Chen Chen 075; Yuchen Hu; Qiang Zhang; Heqing Zou; Beier Zhu; Eng Siong Chng (AAAI, 2023)

MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition. - Yuchen Hu; Chen Chen 075; Ruizhe Li 001; Heqing Zou; Eng Siong Chng (ACL (1), 2023)

UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. - Heqing Zou; Meng Shen 002; Chen Chen 075; Yuchen Hu; Deepu Rajan; Eng Siong Chng (ACL (Findings), 2023)

Unsupervised Noise Adaptation Using Data Simulation. - Chen Chen 075; Yuchen Hu; Heqing Zou; Linhui Sun; Eng Siong Chng (ICASSP, 2023)

Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation. - Yuchen Hu; Chen Chen 075; Heqing Zou; Xionghu Zhong; Eng Siong Chng (ICASSP, 2023)

Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition. - Yuchen Hu; Ruizhe Li 001; Chen Chen 075; Heqing Zou; Qiushi Zhu; Eng Siong Chng (IJCAI, 2023)

Towards Balanced Active Learning for Multimodal Classification. - Meng Shen 002; Yizheng Huang 001; Jianxiong Yin; Heqing Zou; Deepu Rajan; Simon See (ACM Multimedia, 2023)

Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection. - Heqing Zou; Meng Shen 002; Yuchen Hu; Chen Chen 075; Eng Siong Chng; Deepu Rajan (ICASSP, 2024)

Text-based Talking Video Editing with Cascaded Conditional Diffusion. - Bo Han; Heqing Zou; Haoyang Li; Guangcong Wang; Chng Eng Siong (CoRR, 2024)

From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding. - Heqing Zou; Tianze Luo; Guiyang Xie; Victor Zhang; Fengmao Lv; Guangcong Wang; Juanyang Chen; Zhuochen Wang; Hansheng Zhang; Huaijian Zhang (CoRR, 2024)

HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video Understanding. - Heqing Zou; Tianze Luo; Guiyang Xie; Victor Zhang; Fengmao Lv; Guangcong Wang; Junyang Chen; Zhuochen Wang; Hansheng Zhang; Huaijian Zhang (CoRR, 2025)

Large Language Models Meet Contrastive Learning: Zero-Shot Emotion Recognition Across Languages. - Heqing Zou; Fengmao Lv; Desheng Zheng; Eng Siong Chng; Deepu Rajan (CoRR, 2025)

Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning. - Ruizhe Chen; Zhiting Fan; Tianze Luo; Heqing Zou; Zhaopeng Feng; Guiyang Xie; Hansheng Zhang; Zhuochen Wang; Zuozhu Liu; Huaijian Zhang (CoRR, 2025)