| 2026 | AAAI | To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance. | Wanlong Fang, Tianle Zhang, Alvin Chan |
| 2025 | CHI | Collaborative Scene Authoring with Near Real-Time 3D Reconstruction. | Leon Cewei Foo, Nirmal Sukumaran Nair, Liuziyi Liu, Jeannie Su Ann Lee, Songjia Shen, Indriyati Atmosukarto, Alvin Chan, Jing Shi, Yong Joo Loh, Yih Yng Ng, Michael Chia, Chek Tien Tan |
| 2025 | EMNLP | How to Make Large Language Models Generate 100% Valid Molecules? | Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang |
| 2022 | IJCAI | How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? | Alvin Chan, Yew Soon Ong, Clement Tan |
| 2022 | IJCNN | Anti-Forensic Deepfake Personas and How To Spot Them. | Nguyen Hong Ngoc, Alvin Chan, Huynh Thi Thanh Binh, Yew Soon Ong |
| 2022 | ISMAR | Message from the ISMAR 2022 Demos Chairs. | Alvin Chan, Jeannie Su Ann Lee, Renjie Chen |
| 2021 | ACL | On Orthogonality Constraints for Transformers. | Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee |
| 2021 | ICLR | CoCon: A Self-Supervised Approach for Controlled Text Generation. | Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu |
| 2021 | ICLR | Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. | Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu |
| 2020 | ACL | Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. | Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy F. Chen, Anh Tuan Luu, Chris Pal |
| 2020 | CVPR | What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients. | Alvin Chan, Yi Tay, Yew-Soon Ong |
| 2020 | EMNLP | Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. | Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang |
| 2020 | ICLR | Jacobian Adversarially Regularized Networks for Robustness. | Alvin Chan, Yi Tay, Yew-Soon Ong, Jie Fu |