Yifan Peng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
104
Venues
22
Active years
2013–2026
Best venue rank
A*
Where they publish
- AInterspeech16 papers
- MulticonferenceICASSP12 papers
- AMICCAI11 papers
- A*CVPR10 papers
- A*SIGGRAPH9 papers
- A*ACL8 papers
- NationalAMIA6 papers
- ANAACL5 papers
- A*SiggraphA5 papers
- CASRU4 papers
- A*AAAI2 papers
- A*ICML2 papers
- A*ICCV2 papers
- AWACV2 papers
- A*ICDM2 papers
- BICCP2 papers
- A*ICLR1 paper
- A*ISMAR1 paper
- A*EMNLP1 paper
- CINDIN1 paper
- A*VR1 paper
- NationalACSSC1 paper
Papers
104 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation. | Puzhen Wu, Hexin Dong, Yi Lin, Yihao Ding, Yifan Peng |
| 2026 | ACL | A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends. | Yihao Ding, Siwen Luo, Yue Dai, Yanbei Jiang, Zechuan Li, Qiang Sun, Geoffrey Martin, Wei Liu, Yifan Peng |
| 2026 | ACL | MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation. | Yi Lin, Yihao Ding, Yonghui Wu, Yifan Peng |
| 2026 | ACL | Budget-Aware Routing for Long Clinical Text. | Khizar Qureshi, Geoffrey Martin, Yifan Peng |
| 2026 | ACL | Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization. | Gongbo Zhang, Yifan Peng, Chunhua Weng |
| 2026 | SIGGRAPH | Boundary-aware Neural Model Reduction for PDEs. | Li Liao, Pengfei Shen, Yifan Peng |
| 2026 | SIGGRAPH | PatternGSL: A Structured Specification Language for Template-Free and Simulation-Ready 3D Garments. | Zhenyang Li, Lutao Jiang, Yizhou Zhao, Ying-Cong Chen, Xin Wang, Weikai Chen, Yifan Peng |
| 2026 | SIGGRAPH | Distributed Affine Body Dynamics with Adaptive Consensus. | Jiafeng Liu, Wenhui Zhou, Xinming Pei, Yifan Peng, Huamin Wang, Yin Yang, Lei Lan, Weiwei Xu |
| 2025 | AAAI | Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization. | Yihan Wu, Yichen Lu, Yifan Peng, Xihua Wang, Ruihua Song, Shinji Watanabe |
| 2025 | ACL | Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review. | Zihan Xu, Haotian Ma, Yihao Ding, Gongbo Zhang, Chunhua Weng, Yifan Peng |
| 2025 | ASRU | Open Full-duplex Voice Agent with Speech-to-Speech Language Model. | Edresson Casanova, Chen Chen, Kevin Hu, Ankita Pasad, Elena Rastorgueva, Seelan Lakshmi Narasimhan, Slyne Deng, Ehsan Hosseini-Asl, Piotr Zelasko, Valentin Mendelev, Subhankar Ghosh, Yifan Peng, Zhehuai Chen, Jason Li, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg |
| 2025 | ASRU | Unifying Diarization, Separation, and ASR with Multi-Speaker Encoder. | Muhammad Shakeel, Yui Sudo, Yifan Peng, Chyi-Jiunn Lin, Shinji Watanabe |
| 2025 | CVPR | Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues. | Yuhui Liu, Liangxun Ou, Qiang Fu, Hadi Amata, Wolfgang Heidrich, Yifan Peng |
| 2025 | CVPR | Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding. | Feilong Tang, Chengzhi Liu, Zhongxing Xu, Ming Hu, Zile Huang, Haochen Xue, Ziyang Chen, Zelin Peng, Zhiwei Yang, Sijin Zhou, Wenxue Li, Yulong Li, Wenxuan Song, Shiyan Su, Wei Feng, Jionglong Su, Mingquan Lin, Yifan Peng, Xuelian Cheng, Imran Razzak, Zongyuan Ge |
| 2025 | CVPR | Glossy Object Reconstruction with Cost-effective Polarized Acquisition. | Bojian Wu, Yifan Peng, Ruizhen Hu, Xiaowei Zhou |
| 2025 | ICLR | Context-aware Dynamic Pruning for Speech Foundation Models. | Masao Someki, Yifan Peng, Siddhant Arora, Markus Mller, Athanasios Mouchtaris, Grant P. Strimel, Jing Liu, Shinji Watanabe |
| 2025 | ICML | OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models. | William Chen, Jinchuan Tian, Yifan Peng, Brian Yan, Chao-Han Huck Yang, Shinji Watanabe |
| 2025 | Interspeech | OWSM v4: Improving Open Whisper-Style Speech Models via Data Scaling and Cleaning. | Yifan Peng, Muhammad Shakeel, Yui Sudo, William Chen, Jinchuan Tian, Chyi-Jiunn Lin, Shinji Watanabe |
| 2025 | Interspeech | Exploring Linear Variant Transformers and k-NN Memory Inference for Long-Form ASR. | Carlos Carvalho, Jinchuan Tian, William Chen, Yifan Peng, Alberto Abad, Shinji Watanabe |
| 2025 | Interspeech | Granary: Speech Recognition and Translation Dataset in 25 European Languages. | Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd, Sasha Meister, Shuoyang Ding, Sofia Kostandian, He Huang, Nikolay Karpov, Jagadeesh Balam, Vitaly Lavrukhin, Yifan Peng, Sara Papi, Marco Gaido, Alessio Brutti, Boris Ginsburg |
| 2025 | Interspeech | DYNAC: Dynamic Vocabulary-based Non-Autoregressive Contextualization for Speech Recognition. | Yui Sudo, Yosuke Fukumoto, Muhammad Shakeel, Yifan Peng, Chyi-Jiunn Lin, Shinji Watanabe |
| 2025 | Interspeech | OpusLM: A Family of Open Unified Speech Language Models. | Jinchuan Tian, William Chen, Yifan Peng, Jiatong Shi, Siddhant Arora, Shikhar Bharadwaj, Takashi Maekaku, Yusuke Shinohara, Keita Goto, Xiang Yue, Huck Yang, Shinji Watanabe |
| 2025 | Interspeech | Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC. | Qingzheng Wang, Jiancheng Sun, Yifan Peng, Shinji Watanabe |
| 2025 | ISMAR | Enhanced Velocity Field Modeling for Gaussian Video Reconstruction. | Zhenyang Li, Xiaoyang Bai, Tongchen Zhang, Pengfei Shen, Weiwei Xu, Yifan Peng |
| 2025 | MICCAI | Two-Stage Decoupling Framework for Variable-Length Glaucoma Prognosis. | Yiran Song, Yikai Zhang, Silvia Orengo-Nania, Nian Wang, Fenglong Ma, Rui Zhang, Yifan Peng, Mingquan Lin |
| 2025 | NAACL | ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems. | Siddhant Arora, Yifan Peng, Jiatong Shi, Jinchuan Tian, William Chen, Shikhar Bharadwaj, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Shuichiro Shimizu, Vaibhav Srivastav, Shinji Watanabe |
| 2025 | NAACL | VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning. | Yifan Peng, Krishna C. Puvvada, Zhehuai Chen, Piotr Zelasko, He Huang, Kunal Dhawan, Ke Hu, Shinji Watanabe, Jagadeesh Balam, Boris Ginsburg |
| 2025 | NAACL | ESPnet-SpeechLM: An Open Speech Language Model Toolkit. | Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama, Takashi Maekaku, Yihan Wu, Junyi Peng, Shikhar Bharadwaj, Yiwen Zhao, Samuele Cornell, Yifan Peng, Xiang Yue, Chao-Han Huck Yang, Graham Neubig, Shinji Watanabe |
| 2025 | SiggraphA | NeLiF: Neural Lighting Function Generation for Real-Time Indoor Rendering. | Hongtao Sheng, Yuchi Huo, Chuankun Zheng, Guangzhi Han, Yifan Peng, Shi Li, Bin Zang, Hao Zhu, Rui Tang, Yiming Wu, Rui Wang, Hujun Bao |
| 2025 | SiggraphA | S | Pengfei Shen, Feifan Qu, Li Liao, Ruizhen Hu, Yifan Peng |
| 2025 | SiggraphA | Empowering Head-up AR: Leveraging Holographic Display Engine, Geometry Optical Combiner, and Learned Calibration. | Wenbin Zhou, Xiangyu Meng, Li Liao, Yifan Peng |
| 2024 | ACL | OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification. | Yifan Peng, Yui Sudo, Muhammad Shakeel, Shinji Watanabe |
| 2024 | CVPR | Learned Scanpaths Aid Blind Panoramic Video Quality Assessment. | Kanglong Fan, Wen Wen, Mu Li, Yifan Peng, Kede Ma |
| 2024 | EMNLP | Towards Robust Speech Representation Learning for Thousands of Languages. | William Chen, Wangyou Zhang, Yifan Peng, Xinjian Li, Jinchuan Tian, Jiatong Shi, Xuankai Chang, Soumi Maiti, Karen Livescu, Shinji Watanabe |
| 2024 | ICASSP | Dynamic-Superb: Towards a Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark For Speech. | Chien-Yu Huang, Ke-Han Lu, Shih-Heng Wang, Chi-Yuan Hsiao, Chun-Yi Kuan, Haibin Wu, Siddhant Arora, Kai-Wei Chang, Jiatong Shi, Yifan Peng, Roshan S. Sharma, Shinji Watanabe, Bhiksha Ramakrishnan, Shady Shehata, Hung-Yi Lee |
| 2024 | ICASSP | VoxtLM: Unified Decoder-Only Models for Consolidating Speech Recognition, Synthesis and Speech, Text Continuation Tasks. | Soumi Maiti, Yifan Peng, Shukjae Choi, Jee-Weon Jung, Xuankai Chang, Shinji Watanabe |
| 2024 | ICASSP | Joint Optimization of Streaming and Non-Streaming Automatic Speech Recognition with Multi-Decoder and Knowledge Distillation. | Muhammad Shakeel, Yui Sudo, Yifan Peng, Shinji Watanabe |
| 2024 | ICASSP | Contextualized Automatic Speech Recognition With Attention-Based Bias Phrase Boosted Beam Search. | Yui Sudo, Muhammad Shakeel, Yosuke Fukumoto, Yifan Peng, Shinji Watanabe |
| 2024 | INDIN | A Visual SLAM Method Based on Semantic Segmentation Network in Dynamic Scenes. | Yifan Peng, Rui Xu, Yumeng Xu, YiFei Wu |
| 2024 | Interspeech | Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss. | Muhammad Shakeel, Yui Sudo, Yifan Peng, Shinji Watanabe |
| 2024 | Interspeech | OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer. | Yifan Peng, Jinchuan Tian, William Chen, Siddhant Arora, Brian Yan, Yui Sudo, Muhammad Shakeel, Kwanghee Choi, Jiatong Shi, Xuankai Chang, Jee-weon Jung, Shinji Watanabe |
| 2024 | Interspeech | MULTI-CONVFORMER: Extending Conformer with Multiple Convolution Kernels. | Darshan Prabhu, Yifan Peng, Preethi Jyothi, Shinji Watanabe |
| 2024 | Interspeech | On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models. | Jinchuan Tian, Yifan Peng, William Chen, Kwanghee Choi, Karen Livescu, Shinji Watanabe |
| 2024 | NAACL | UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions. | Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Karen Livescu, Shinji Watanabe |
| 2024 | VR | Neural Bokeh: Learning Lens Blur for Computational Videography and Out-of-Focus Mixed Reality. | David Mandl, Shohei Mori, Peter Mohr, Yifan Peng, Tobias Langlotz, Dieter Schmalstieg, Denis Kalkofen |
| 2024 | SiggraphA | Local Gaussian Density Mixtures for Unstructured Lumigraph Rendering. | Xiuchao Wu, Jiamin Xu, Chi Wang, Yifan Peng, Qixing Huang, James Tompkin, Weiwei Xu |
| 2023 | ACL | Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses. | Liyan Tang, Yifan Peng, Yanshan Wang, Ying Ding, Greg Durrett, Justin F. Rousseau |
| 2023 | ACL | ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit. | Brian Yan, Jiatong Shi, Yun Tang, Hirofumi Inaguma, Yifan Peng, Siddharth Dalmia, Peter Polak, Patrick Fernandes, Dan Berrebbi, Tomoki Hayashi, Xiaohui Zhang, Zhaoheng Ni, Moto Hira, Soumi Maiti, Juan Pino, Shinji Watanabe |
| 2023 | ASRU | Joint Prediction and Denoising for Large-Scale Multilingual Self-Supervised Learning. | William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe |
| 2023 | ASRU | Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data. | Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-Weon Jung, Soumi Maiti, Shinji Watanabe |
| 2023 | ICASSP | A Study on the Integration of Pipeline and E2E SLU Systems for Spoken Semantic Parsing Toward Stop Quality Challenge. | Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe |
| 2023 | ICASSP | Improving Massively Multilingual ASR with Auxiliary CTC Objectives. | William Chen, Brian Yan, Jiatong Shi, Yifan Peng, Soumi Maiti, Shinji Watanabe |
| 2023 | ICASSP | The Pipeline System of ASR and NLU with MLM-based data Augmentation Toward Stop Low-Resource Challenge. | Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe |
| 2023 | ICASSP | E-Branchformer-Based E2E SLU Toward Stop on-Device Challenge. | Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe |
| 2023 | ICASSP | Speechlmscore: Evaluating Speech Generation Using Speech Language Model. | Soumi Maiti, Yifan Peng, Takaaki Saeki, Shinji Watanabe |
| 2023 | ICASSP | Structured Pruning of Self-Supervised Pre-Trained Models for Speech Recognition and Understanding. | Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe |
| 2023 | ICASSP | I3D: Transformer Architectures with Input-Dependent Dynamic Depth for Speech Recognition. | Yifan Peng, Jaesong Lee, Shinji Watanabe |
| 2023 | ICCV | Learning A Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation. | Xiaoyang Lyu, Peng Dai, Zizhang Li, Dongyu Yan, Yi Lin, Yifan Peng, Xiaojuan Qi |
| 2023 | Interspeech | Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute. | William Chen, Xuankai Chang, Yifan Peng, Zhaoheng Ni, Soumi Maiti, Shinji Watanabe |
| 2023 | Interspeech | Tensor decomposition for minimization of E2E SLU model toward on-device processing. | Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe |
| 2023 | Interspeech | A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. | Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe |
| 2023 | Interspeech | DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models. | Yifan Peng, Yui Sudo, Muhammad Shakeel, Shinji Watanabe |
| 2023 | Interspeech | Time-synchronous one-pass Beam Search for Parallel Online and Offline Transducers with Dynamic Block Training. | Yui Sudo, Muhammad Shakeel, Yifan Peng, Shinji Watanabe |
| 2023 | MICCAI | How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers? | Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang |
| 2023 | MICCAI | Utilizing Longitudinal Chest X-Rays and Reports to Pre-fill Radiology Reports. | Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu |
| 2023 | WACV | Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances. | Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang |
| 2023 | SiggraphA | Adaptive Recurrent Frame Prediction with Learnable Motion Vectors. | Zhizhen Wu, Chenyu Zuo, Yuchi Huo, Yazhen Yuan, Yifan Peng, Guiyang Pu, Rui Wang, Hujun Bao |
| 2022 | AMIA | Prompt-based Learning for Assertion Classification in Clinical Notes. | Song Wang, Liyan Tang, Akash Majety, Justin F. Rousseau, George Shih, Ying Ding, Yifan Peng |
| 2022 | ICASSP | ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet. | Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W. Black, Shinji Watanabe |
| 2022 | ICDM | RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging. | Ajay Jaiswal, Kumar Ashutosh, Justin F. Rousseau, Yifan Peng, Zhangyang Wang, Ying Ding |
| 2022 | ICML | Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding. | Yifan Peng, Siddharth Dalmia, Ian R. Lane, Shinji Watanabe |
| 2022 | Interspeech | Attention Weight Smoothing Using Prior Distributions for Transformer-Based End-to-End ASR. | Takashi Maekaku, Yuya Fujita, Yifan Peng, Shinji Watanabe |
| 2022 | MICCAI | Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study. | Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang |
| 2022 | MICCAI | Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning. | Junghwan Lee, Tingyi Wanyan, Qingyu Chen, Tiarnan D. L. Keenan, Benjamin S. Glicksberg, Emily Y. Chew, Zhiyong Lu, Fei Wang, Yifan Peng |
| 2022 | MICCAI | Multi-scale Multi-structure Siamese Network (MMSNet) for Primary Open-Angle Glaucoma Prediction. | Mingquan Lin, Lei Liu, Mae Gorden, Michael Kass, Sarah Van Tassel, Fei Wang, Yifan Peng |
| 2022 | MICCAI | Few-Shot Learning Geometric Ensemble for Multi-label Classification of Chest X-Rays. | Dana Moukheiber, Saurabh Mahindre, Lama Moukheiber, Mira Moukheiber, Song Wang, Chunwei Ma, George Shih, Yifan Peng, Mingchen Gao |
| 2022 | SIGGRAPH | Time-multiplexed Neural Holography: A Flexible Framework for Holographic Near-eye Displays with Fast Heavily-quantized Spatial Light Modulators. | Suyeon Choi, Manu Gopakumar, Yifan Peng, Jonghyun Kim, Matthew O'Toole, Gordon Wetzstein |
| 2022 | SIGGRAPH | Holographic Glasses for Virtual Reality. | Jonghyun Kim, Manu Gopakumar, Suyeon Choi, Yifan Peng, Ward Lopes, Gordon Wetzstein |
| 2022 | WACV | Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop. | Yan Han, Chongyan Chen, Ahmed H. Tewfik, Benjamin S. Glicksberg, Ying Ding, Yifan Peng, Zhangyang Wang |
| 2021 | AMIA | Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS. | Gregory C. Ghahramani, Matthew Brendel, Mingquan Lin, Qingyu Chen, Tiarnan D. Keenan, Kun Chen, Emily Y. Chew, Zhiyong Lu, Yifan Peng, Fei Wang |
| 2021 | AMIA | Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays. | Yan Han, Chongyan Chen, Liyan Tang, Mingquan Lin, Ajay Jaiswal, Song Wang, Ahmed H. Tewfik, George Shih, Ying Ding, Yifan Peng |
| 2021 | ICCP | Depth from Defocus with Learned Optics for Imaging and Occlusion-aware Depth Estimation. | Hayato Ikoma, Cindy M. Nguyen, Christopher A. Metzler, Yifan Peng, Gordon Wetzstein |
| 2021 | ICDM | SCALP - Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata. | Ajay Jaiswal, Tianhao Li, Cyprian Zander, Yan Han, Justin F. Rousseau, Yifan Peng, Ying Ding |
| 2021 | MICCAI | Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment. | Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur N. Srihari, Yifan Peng, Mingchen Gao |
| 2021 | MICCAI | Detection of Lymph Nodes in T2 MRI Using Neural Network Ensembles. | Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers |
| 2021 | NAACL | Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality. | Hyun Gi Lee, Evan Sholle, Ashley Beecy, Subhi J. Al'Aref, Yifan Peng |
| 2020 | ACSSC | Deep Optics: Learning Cameras and Optical Computing Systems. | Gordon Wetzstein, Hayato Ikoma, Christopher A. Metzler, Yifan Peng |
| 2020 | AMIA | Detection of reticular pseudodrusen using deep learning. | Qingyu Chen, Tiarnan D. Keenan, Yifan Peng, Elvira Agrn, Christopher Hwang, Alisa T. Thavikulwat, Debora Lee, Wai T. Wong, Emily Y. Chew, Zhiyong Lu |
| 2020 | CVPR | Deep Optics for Single-Shot High-Dynamic-Range Imaging. | Christopher A. Metzler, Hayato Ikoma, Yifan Peng, Gordon Wetzstein |
| 2020 | MICCAI | COMe-SEE: Cross-modality Semantic Embedding Ensemble for Generalized Zero-Shot Diagnosis of Chest Radiographs. | Angshuman Paul, Thomas C. Shen, Niranjan Balachandar, Yuxing Tang, Yifan Peng, Zhiyong Lu, Ronald M. Summers |
| 2020 | SIGGRAPH | Neural Holography. | Yifan Peng, Suyeon Choi, Nitish Padmanaban, Jonghyun Kim, Gordon Wetzstein |
| 2019 | AMIA | A deep learning-based survival model for prediction of progression in late Age-related Macular Degeneration (AMD) from color fundus photographs. | Yifan Peng, Tiarnan D. Keenan, Qingyu Chen, Elvira Agrn, Wai T. Wong, Emily Y. Chew, Zhiyong Lu |
| 2019 | CVPR | Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology. | Ke Yan, Yifan Peng, Veit Sandfort, Mohammadhadi Bagheri, Zhiyong Lu, Ronald M. Summers |
| 2019 | MICCAI | MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation. | Ke Yan, Youbao Tang, Yifan Peng, Veit Sandfort, Mohammadhadi Bagheri, Zhiyong Lu, Ronald M. Summers |
| 2018 | CVPR | Depth and Transient Imaging With Compressive SPAD Array Cameras. | Qilin Sun, Xiong Dun, Yifan Peng, Wolfgang Heidrich |
| 2018 | CVPR | TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays. | Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Ronald M. Summers |
| 2018 | ICCP | Focal sweep imaging with multi-focal diffractive optics. | Yifan Peng, Xiong Dun, Qilin Sun, Felix Heide, Wolfgang Heidrich |
| 2017 | AMIA | Text Mining Radiology Reports for Deep Learning Radiology Images. | Yifan Peng, Xiaosong Wang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Zhiyong Lu |
| 2017 | CVPR | ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases. | Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers |
| 2017 | ICCV | Revisiting Cross-Channel Information Transfer for Chromatic Aberration Correction. | Tiancheng Sun, Yifan Peng, Wolfgang Heidrich |
| 2016 | SIGGRAPH | The diffractive achromat full spectrum computational imaging with diffractive optics. | Yifan Peng, Qiang Fu, Felix Heide, Wolfgang Heidrich |
| 2016 | SIGGRAPH | Towards VR and AR: 360° light field display with mid-air interaction. | Chen Su, Yifan Peng, Qing Zhong, Haifeng Li, Rui Wang, Wolfgang Heidrich, Xu Liu |
| 2016 | SIGGRAPH | Towards VR and AR enhancement: light field display with mid-air interaction. | Chen Su, Yifan Peng, Qing Zhong, Haifeng Li, Rui Wang, Wolfgang Heidrich, Xu Liu |
| 2013 | CVPR | Studying Relationships between Human Gaze, Description, and Computer Vision. | Kiwon Yun, Yifan Peng, Dimitris Samaras, Gregory J. Zelinsky, Tamara L. Berg |