Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty. - Jierun Chen; Song Wen 001; S.-H. Gary Chan (AAAI, 2021)

TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing. - Jierun Chen; Tianlang He; Weipeng Zhuo; Li Ma; Sangtae Ha; S.-H. Gary Chan (CVPR, 2022)

Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks. - Jierun Chen; Shiu-Hong Kao; Hao He 011; Weipeng Zhuo; Song Wen 001; Chul-Ho Lee; S.-H. Gary Chan (CVPR, 2023)

FIS-ONE: Floor Identification System with One Label for Crowdsourced RF Signals. - Weipeng Zhuo; Ka Ho Chiu; Jierun Chen; Ziqi Zhao; S.-H. Gary Chan; Sangtae Ha; Chul-Ho Lee (ICDCS, 2023)

Semi-supervised Learning with Network Embedding on Ambient RF Signals for Geofencing Services. - Weipeng Zhuo; Ka Ho Chiu; Jierun Chen; Jiajie Tan; Edmund Sumpena; S.-H. Gary Chan; Sangtae Ha; Chul-Ho Lee (ICDE, 2023)

StableKD: Breaking Inter-block Optimization Entanglement for Stable Knowledge Distillation. - Shiu-Hong Kao; Jierun Chen; Shueng-Han Gary Chan (CoRR, 2023)

CP-NeRF: Conditionally Parameterized Neural Radiance Fields for Cross-scene Novel View Synthesis. - Hao He 011; Yixun Liang; Shishi Xiao; Jierun Chen; Yingcong Chen (Comput. Graph. Forum, 2023)

Target-agnostic Source-free Domain Adaptation for Regression Tasks. - Tianlang He; Zhiqiu Xia; Jierun Chen; Haoliang Li; S.-H. Gary Chan (ICDE, 2024)

AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation. - Anil Kag; Huseyin Coskun; Jierun Chen; Junli Cao; Willi Menapace; Aliaksandr Siarohin; Sergey Tulyakov; Jian Ren 005 (NeurIPS, 2024)

SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training. - Jierun Chen; Dongting Hu; Xijie Huang; Huseyin Coskun; Arpit Sahni; Aarush Gupta; Anujraaj Goyal; Dishani Lahiri; Rajesh Singh; Yerlan Idelbayev; Junli Cao; Yanyu Li; et al. (CVPR, 2025)

Revisiting Referring Expression Comprehension Evaluation in the Era of Large Multimodal Models. - Jierun Chen; Fangyun Wei; Jinjing Zhao; Sizhe Song; Bohuai Wu; Zhuoxuan Peng; S.-H. Gary Chan; Hongyang Zhang (CVPR Workshops, 2025)

The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs. - Jierun Chen; Tiezheng Yu; Haoli Bai; Lewei Yao; Jiannan Wu; Kaican Li; Fei Mi; Chaofan Tao; Lei Zhu; Manyi Zhang; Xiaohui Li; Lu Hou 002; et al. (CoRR, 2025)

Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression. - Jiameng Huang; Baijiong Lin; Guhao Feng; Jierun Chen; Di He; Lu Hou (CoRR, 2025)