He, Yang

26 publications

ICLR 2026 Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression Yu Chenyue, Lingao Xiao, Jinhong Deng, Ivor Tsang, Yang He

ICLR 2026 SpotIt: Evaluating Text-to-SQL Evaluation with Formal Verification Rocky Klopfenstein, Yang He, Andrew Tremante, Yuepeng Wang, Nina Narodytska, Haoze Wu

NeurIPS 2025 SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs Jinhong Deng, Wen Li, Joey Tianyi Zhou, Yang He

ICLR 2025 Training-Free Dataset Pruning for Instance Segmentation Yalun Dai, Lingao Xiao, Ivor Tsang, Yang He

NeurIPS 2024 Are Large-Scale Soft Labels Necessary for Large-Scale Dataset Distillation? Lingao Xiao, Yang He

ICLR 2024 Data-Independent Module-Aware Pruning for Hierarchical Vision Transformers Yang He, Joey Tianyi Zhou

ECML-PKDD 2024 LTCR: Long Temporal Characteristic Reconstruction for Segmentation in Contrastive Learning Yang He, Yuhan Wu, Junru Zhang, Yabo Dong

ICLR 2024 Multisize Dataset Condensation Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor Tsang

WACV 2023 Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele

NeurIPS 2023 You Only Condense Once: Two Rules for Pruning Condensed Datasets Yang He, Lingao Xiao, Joey Tianyi Zhou

ICML 2022 ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training Hui-Po Wang, Sebastian Stich, Yang He, Mario Fritz

ECCV 2022 TD-Road: Top-Down Road Network Extraction with Holistic Graph Construction Yang He, Ravi Garg, Amber Roy Chowdhury

IJCAI 2021 Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis Yang He, Ning Yu, Margret Keuper, Mario Fritz

IJCAI 2020 An Attention-Based Model for Conversion Rate Prediction with Delayed Feedback via Post-Click Calibration Yumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, Yongjun Bao, Sulong Xu, Yang He, Weipeng Yan

CVPR 2020 Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang

ECCV 2020 Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz

ECCVW 2020 Synthetic Convolutional Features for Improved Semantic Segmentation Yang He, Bernt Schiele, Mario Fritz

CVPR 2019 Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang

CVPR 2019 Semantic Projection Network for Zero- and Few-Label Semantic Segmentation Yongqin Xian, Subhabrata Choudhury, Yang He, Bernt Schiele, Zeynep Akata

ECCV 2018 Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes Yang He, Bernt Schiele, Mario Fritz

AAAI 2018 Enhancing RNN Based OCR by Transductive Transfer Learning from Text to Images Yang He, Jingling Yuan, Lin Li

IJCAI 2018 Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

AAAI 2018 Telepath: Understanding Users from a Human Vision Perspective in Large-Scale Recommender Systems Yu Wang, Jixing Xu, Aohan Wu, Mantian Li, Yang He, Jinghe Hu, Weipeng P. Yan

CVPR 2017 STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz

CVPR 1991 Planar Shape Classification Using Hidden Markov Model Yang He, Amlan Kundu

CVPR 1988 Recognition of Handwritten Word: First and Second Order Hidden Markov Model Based Approach Amlan Kundu, Yang He, Paramvir Bahl