NoUCSR: Efficient Super-Resolution Network without Upsampling Convolution. - Dongliang Xiong; Kai Huang 002; Siang Chen; Bowen Li 017; Haitian Jiang; Wenyuan Xu 001 (ICCV Workshops, 2019)

DFQF: Data Free Quantization-aware Fine-tuning. - Bowen Li 017; Kai Huang 002; Siang Chen; Dongliang Xiong; Haitian Jiang; Luc Claesen (ACML, 2020)

Adaptive Hybrid Composition Based Super-Resolution Network via Fine-Grained Channel Pruning. - Siang Chen; Kai Huang 002; Bowen Li 017; Dongliang Xiong; Haitian Jiang; Luc Claesen (ECCV Workshops (3), 2020)

IdleSR: Efficient Super-Resolution Network with Multi-scale IdleBlocks. - Dongliang Xiong; Kai Huang 002; Haitian Jiang; Bowen Li 017; Siang Chen; Xiaowen Jiang 001 (ECCV Workshops (3), 2020)

AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results. - Kai Zhang 008; Martin Danelljan; Yawei Li 001; Radu Timofte; Jie Liu 040; Jie Tang 006; Gangshan Wu; Yu Zhu 004; Xiangyu He; Wenjie Xu; Chenghua Li; Cong Leng; et al. (ECCV Workshops (3), 2020)

Fine-Grained Channel Pruning for Deep Residual Neural Networks. - Siang Chen; Kai Huang 002; Dongliang Xiong; Bowen Li 017; Luc Claesen (ICANN (2), 2020)

DPOQ: Dynamic Precision Onion Quantization. - Bowen Li 017; Kai Huang 002; Siang Chen; Dongliang Xiong; Luc Claesen (ACML, 2021)

Distribution-aware Low-bit Quantization for 3D Point Cloud Networks. - Dingchang Hu; Siang Chen; Huazhong Yang; Guijin Wang (VCIP, 2022)

Structured precision skipping: Accelerating convolutional neural networks with budget-aware dynamic precision selection. - Kai Huang 002; Siang Chen; Bowen Li 017; Luc Claesen; Hao Yao; Junjian Chen; Xiaowen Jiang 001; Zhili Liu; Dongliang Xiong (J. Syst. Archit., 2022)

Acceleration-Aware Fine-Grained Channel Pruning for Deep Neural Networks via Residual Gating. - Kai Huang 002; Siang Chen; Bowen Li 017; Luc Claesen; Hao Yao; Junjian Chen; Xiaowen Jiang 001; Zhili Liu; Dongliang Xiong (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Efficient Heatmap-Guided 6-Dof Grasp Detection in Cluttered Scenes. - Siang Chen; Wei Tang; Pengwei Xie; Wenming Yang; Guijin Wang (IEEE Robotics Autom. Lett., 2023)

Structured Term Pruning for Computational Efficient Neural Networks Inference. - Kai Huang 002; Bowen Li 017; Siang Chen; Luc Claesen; Wei Xi; Junjian Chen; Xiaowen Jiang 001; Zhili Liu; Dongliang Xiong; Xiaolang Yan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Part-Guided 3D RL for Sim2Real Articulated Object Manipulation. - Pengwei Xie; Rui Chen 019; Siang Chen; Yuzhe Qin; Fanbo Xiang; Tianyu Sun; Jing Xu 011; Guijin Wang; Hao Su 001 (IEEE Robotics Autom. Lett., 2023)

Region-aware Grasp Framework with Normalized Grasp Space for Efficient 6-DoF Grasping. - Siang Chen; Pengwei Xie; Wei Tang; Dingchang Hu; Yixiang Dai; Guijin Wang (CoRL, 2024)

Target-Oriented Object Grasping via Multimodal Human Guidance. - Pengwei Xie; Siang Chen; Yixiang Dai; Dingchang Hu; Kaiqin Yang; Guijin Wang (ECCV Workshops (12), 2024)

Category-Agnostic Pose Estimation for Point Clouds. - Bowen Liu; Wei Liu; Siang Chen; Pengwei Xie; Guijin Wang (ICIP, 2024)

Rethinking 6-Dof Grasp Detection: A Flexible Framework for High-Quality Grasping. - Wei Tang; Siang Chen; Pengwei Xie; Dingchang Hu; Wenming Yang; Guijin Wang (CoRR, 2024)

Region-aware Grasp Framework with Normalized Grasp Space for 6-DoF Grasping in Cluttered Scene. - Siang Chen; Pengwei Xie; Wei Tang; Dingchang Hu; Guijin Wang (CoRR, 2024)

Query-Guided Support Prototypes for Few-Shot 3D Indoor Segmentation. - Dingchang Hu; Siang Chen; Huazhong Yang; Guijin Wang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Efficient End-to-End 6-Dof Grasp Detection Framework for Edge Devices with Hierarchical Heatmaps and Feature Propagation. - Kaiqin Yang; Yixiang Dai; Guijin Wang; Siang Chen (ISCAS, 2025)

Uncertainty-Aware Laser Stripe Segmentation With Nonlocal Mechanisms for Welding Robots. - Yixiang Dai; Siang Chen; Tianyu Sun; Zimo Fan; Chun Zhang; Xiaobing Feng; Guijin Wang (IEEE Trans. Instrum. Meas., 2025)

GAP-RL: Grasps as Points for RL Towards Dynamic Object Grasping. - Pengwei Xie; Siang Chen; Qianrun Chen; Wei Tang; Dingchang Hu; Yixiang Dai; Rui Chen 019; Guijin Wang (IEEE Robotics Autom. Lett., 2025)

Variation-Robust Few-Shot 3D Affordance Segmentation for Robotic Manipulation. - Dingchang Hu; Tianyu Sun; Pengwei Xie; Siang Chen; Huazhong Yang; Guijin Wang (IEEE Robotics Autom. Lett., 2025)

Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Delayed Observation. - Songchen Fu; Siang Chen; Shaojing Zhao; Letian Bai; Ta Li; YongHong Yan (CoRR, 2025)

Rethinking 6-DoF grasp detection: A flexible framework for high-quality grasping. - Pengwei Xie; Siang Chen; Wei Tang; Kaiqin Yang; Guijin Wang (Pattern Recognit., 2026)