Alvin Chan - RankMe

41 papers A* 10B 1Journal 24Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Triangle of Similarity: A Multi-Faceted Framework for Comparing Neural Network Representations. CoRR Olha Sirikova, Alvin Chan
2026	A*	`conf`	To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance. AAAI Wanlong Fang, Tianle Zhang, Alvin Chan
2025	J	`jnl`	Can LLMs Reason Over Non-Text Modalities in a Training-Free Manner? A Case Study with In-Context Representation Learning. CoRR Tianle Zhang, Wanlong Fang, Jonathan Woo, Paridhi Latawa, Deepak A. Subramanian, Alvin Chan
2025	—	`conf`	Collaborative Scene Authoring with Near Real-Time 3D Reconstruction. CHI Extended Abstracts 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	A*	`conf`	How to Make Large Language Models Generate 100% Valid Molecules? EMNLP Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang
2025	J	`jnl`	How to Make Large Language Models Generate 100% Valid Molecules? CoRR Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang
2025	J	`jnl`	To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance. CoRR Wanlong Fang, Tianle Zhang, Alvin Chan
2023	J	`jnl`	Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges [Review Article]. IEEE Comput. Intell. Mag. Zhenghua Chen, Min Wu, Alvin Chan, Xiaoli Li, Yew-Soon Ong
2022	J	`jnl`	A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges. CoRR Zhenghua Chen, Min Wu, Alvin Chan, Xiaoli Li, Yew-Soon Ong
2022	B	`conf`	Anti-Forensic Deepfake Personas and How To Spot Them. IJCNN Nguyen Hong Ngoc, Alvin Chan, Huynh Thi Thanh Binh, Yew Soon Ong
2022	J	`jnl`	Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples. IEEE Trans. Neural Networks Learn. Syst. Alvin Chan, Lei Ma, Felix Juefei-Xu, Yew-Soon Ong, Xiaofei Xie, Minhui Xue, Yang Liu
2022	A*	`conf`	How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? IJCAI Alvin Chan, Yew Soon Ong, Clement Tan
2022	J	`jnl`	How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? CoRR Alvin Chan, Yew-Soon Ong, Clement Tan
2022	—	`conf`	Message from the ISMAR 2022 Demos Chairs. ISMAR Adjunct Alvin Chan, Jeannie Su Ann Lee, Renjie Chen
2022	J	`jnl`	Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks. CoRR Jessica Y. Bo, Hen-Wei Huang, Alvin Chan, Giovanni Traverso
2021	A*	`conf`	Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. ICLR Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu
2021	J	`jnl`	Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. CoRR Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu
2021	A*	`conf`	CoCon: A Self-Supervised Approach for Controlled Text Generation. ICLR Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu
2021	A*	`conf`	Deep Extrapolation for Attribute-Enhanced Generation. NeurIPS Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik
2021	J	`jnl`	Deep Extrapolation for Attribute-Enhanced Generation. CoRR Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik
2021	—	`—`	Defences and threats in safe deep learning Alvin Chan
2021	J	`jnl`	FastTrees: Parallel Latent Tree-Induction for Faster Sequence Encoding. CoRR Bill Tuck Weng Pung, Alvin Chan
2021	J	`jnl`	ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning. CoRR Bill Tuck Weng Pung, Alvin Chan
2021	—	`conf`	On Orthogonality Constraints for Transformers. ACL/IJCNLP (2) Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee
2021	J	`jnl`	Player Identification in Hockey Broadcast Videos. Expert Syst. Appl. Alvin Chan, Martin D. Levine, Mehrsan Javan
2021	J	`jnl`	RNA Alternative Splicing Prediction with Discrete Compositional Energy Network. CoRR Alvin Chan, Anna Korsakova, Yew-Soon Ong, Fernaldo Richtia Winnerdy, Kah Wai Lim, Anh Tuan Phan
2021	—	`conf`	RNA alternative splicing prediction with discrete compositional energy network. CHIL Alvin Chan, Anna Korsakova, Yew-Soon Ong, Fernaldo Richtia Winnerdy, Kah Wai Lim, Anh Tuan Phan
2021	A*	`conf`	Self-Instantiated Recurrent Units with Dynamic Soft Recursion. NeurIPS Aston Zhang, Yi Tay, Yikang Shen, Alvin Chan, Shuai Zhang
2020	J	`jnl`	CoCon: A Self-Supervised Approach for Controlled Text Generation. CoRR Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu
2020	A*	`conf`	Jacobian Adversarially Regularized Networks for Robustness. ICLR Alvin Chan, Yi Tay, Yew-Soon Ong, Jie Fu
2020	J	`jnl`	Player Identification in Hockey Broadcast Videos. CoRR Alvin Chan, Martin D. Levine, Mehrsan Javan
2020	—	`conf`	Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. EMNLP (Findings) Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang
2020	J	`jnl`	Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. CoRR Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang
2020	A*	`conf`	What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients. CVPR Alvin Chan, Yi Tay, Yew-Soon Ong
2020	A*	`conf`	Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. ACL Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy F. Chen, Anh Tuan Luu, Chris Pal
2019	J	`jnl`	Jacobian Adversarially Regularized Networks for Robustness. CoRR Alvin Chan, Yi Tay, Yew-Soon Ong, Jie Fu
2019	J	`jnl`	Poison as a Cure: Detecting & Neutralizing Variable-Sized Backdoor Attacks in Deep Neural Networks. CoRR Alvin Chan, Yew-Soon Ong
2019	J	`jnl`	What it Thinks is Important is Important: Robustness Transfers through Input Gradients. CoRR Alvin Chan, Yi Tay, Yew-Soon Ong
2018	J	`jnl`	Metamorphic Relation Based Adversarial Attacks on Differentiable Neural Computer. CoRR Alvin Chan, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Yang Liu, Yew-Soon Ong
2015	J	`jnl`	Characterization of copper precipitates on aluminum copper bond pads formed after plasma clean and de-ionized water exposure. Microelectron. Reliab. Raj Sekar Sethu, Hong Seng Ng, Alvin Chan, Cheng Nee Ong, Sieng Fong Chan
2015	J	`jnl`	STEP: A Time-Efficient Tag Searching Protocol in Large RFID Systems. IEEE Trans. Computers Xuan Liu, Bin Xiao, Shigeng Zhang, Kai Bu, Alvin Chan