| 2026 | ACL | RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification. | Shakhrul Iman Siam, Tiantian Feng, Jiankun Zhang, Shrikanth Narayanan, Mi Zhang |
| 2026 | KDD | Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the Globe. | Tiantian Feng, Kevin Huang, Anfeng Xu, Xuan Shi, Thanathai Lertpetchpun, Jihwan Lee, Yoonjeong Lee, Dani Byrd, Shrikanth Narayanan |
| 2025 | ACL | Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding. | Tuo Zhang, Tiantian Feng, Yibin Ni, Mengqin Cao, Ruying Liu, Kiana Avestimehr, Katharine Butler, Yanjun Weng, Mi Zhang, Shrikanth Narayanan, Salman Avestimehr |
| 2025 | CVPR | GPT-FL: Generative Pre-trained Model-Assisted Federated Learning. | Tuo Zhang, Tiantian Feng, Samiul Alam, Dimitrios Dimitriadis, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr |
| 2025 | ICASSP | Directional Source Separation for Robust Speech Recognition on Smart Glasses. | Tiantian Feng, Ju Lin, Yiteng Huang, Weipeng He, Kaustubh Kalgaonkar, Niko Moritz, Li Wan, Xin Lei, Ming Sun, Frank Seide |
| 2025 | ICASSP | Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence Prediction. | Jihwan Lee, Tiantian Feng, Aditya Kommineni, Sudarsana Reddy Kadiri, Shrikanth Narayanan |
| 2025 | ICASSP | Speech2rtMRI: Speech-Guided Diffusion Model for Real-time MRI Video of the Vocal Tract during Speech. | Hong Nguyen, Sean Foley, Kevin Huang, Xuan Shi, Tiantian Feng, Shrikanth Narayanan |
| 2025 | ICASSP | Data Efficient Child-Adult Speaker Diarization with Simulated Conversations. | Anfeng Xu, Tiantian Feng, Helen Tager-Flusberg, Catherine Lord, Shrikanth Narayanan |
| 2025 | Interspeech | Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices. | Tiantian Feng, Thanathai Lertpetchpun, Dani Byrd, Shrikanth Narayanan |
| 2025 | Interspeech | Egocentric Speaker Classification in Child-Adult Dyadic Interactions: From Sensing to Computational Modeling. | Tiantian Feng, Anfeng Xu, Xuan Shi, Somer Bishop, Shrikanth Narayanan |
| 2025 | Interspeech | Can Multimodal Foundation Models Help Analyze Child-Inclusive Autism Diagnostic Videos? | Aditya Kommineni, Digbalay Bose, Tiantian Feng, So Hyun Kim, Helen Tager-Flusberg, Somer Bishop, Catherine Lord, Sudarsana Kadiri, Shrikanth Narayanan |
| 2025 | Interspeech | Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction. | Thanathai Lertpetchpun, Tiantian Feng, Dani Byrd, Shrikanth Narayanan |
| 2025 | Interspeech | Examining Test-Time Adaptation for Personalized Child Speech Recognition. | Zhonghao Shi, Xuan Shi, Anfeng Xu, Tiantian Feng, Harshvardhan Srivastava, Shrikanth Narayanan, Maja J. Mataric |
| 2025 | Interspeech | 75-Speaker Annot-16: A benchmark dataset for speech articulatory rt-MRI annotation with articulator contours and phonetic alignment. | Xuan Shi, Yubin Zhang, Yijing Lu, Marcus Ma, Tiantian Feng, Asterios Toutios, Haley Hsu, Louis Goldstein, Shrikanth Narayanan |
| 2025 | Interspeech | Large Language Models based ASR Error Correction for Child Conversations. | Anfeng Xu, Tiantian Feng, So Hyun Kim, Somer Bishop, Catherine Lord, Shrikanth Narayanan |
| 2025 | IROS | Convex Hull-based Algebraic Constraint for Visual Quadric SLAM. | Xiaolong Yu, Junqiao Zhao, Shuangfu Song, Zhongyang Zhu, Zihan Yuan, Chen Ye, Tiantian Feng, Qiankun Yu |
| 2025 | NOSSDAV | ModalityMirror: Enhancing Audio Classification in Modality Heterogeneity Federated Learning via Multimodal Distillation. | Tiantian Feng, Tuo Zhang, Salman Avestimehr, Shrikanth Narayanan |
| 2024 | ICASSP | TRUST-SER: On The Trustworthiness Of Fine-Tuning Pre-Trained Speech Embeddings For Speech Emotion Recognition. | Tiantian Feng, Rajat Hebbar, Shrikanth Narayanan |
| 2024 | ICASSP | Foundation Model Assisted Automatic Speech Emotion Recognition: Transcribing, Annotating, and Augmenting. | Tiantian Feng, Shrikanth Narayanan |
| 2024 | ICASSP | Emotion-Aligned Contrastive Learning Between Images and Music. | Shanti Stewart, Kleanthis Avramidis, Tiantian Feng, Shrikanth Narayanan |
| 2024 | ICASSP | Audio-Visual Child-Adult Speaker Classification in Dyadic Interactions. | Anfeng Xu, Kevin Huang, Tiantian Feng, Helen Tager-Flusberg, Shrikanth Narayanan |
| 2024 | ICMI | Can Text-to-image Model Assist Multi-modal Learning for Visual Recognition with Visual Modality Missing? | Tiantian Feng, Daniel Yang, Digbalay Bose, Shrikanth Narayanan |
| 2024 | IGARSS | Mangrove Extraction in Shenzhen Area Based on Multi-Source Temporal Remote Sensing Data. | Yarong Zou, Tiantian Feng, Yang Song, Qi Shi |
| 2024 | Interspeech | Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? | Tiantian Feng, Dimitrios Dimitriadis, Shrikanth S. Narayanan |
| 2024 | Interspeech | Toward Fully-End-to-End Listened Speech Decoding from EEG Signals. | Jihwan Lee, Aditya Kommineni, Tiantian Feng, Kleanthis Avramidis, Xuan Shi, Sudarsana Reddy Kadiri, Shrikanth Narayanan |
| 2024 | Interspeech | Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions. | Anfeng Xu, Kevin Huang, Tiantian Feng, Lue Shen, Helen Tager-Flusberg, Shrikanth Narayanan |
| 2023 | ACII | PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models. | Tiantian Feng, Shrikanth Narayanan |
| 2023 | ICASSP | Multimodal Estimation Of Change Points Of Physiological Arousal During Driving. | Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan |
| 2023 | ICASSP | Toward Privacy-Enhancing Ambulatory-Based Well-Being Monitoring: Investigating User Re-Identification Risk in Multimodal Data. | Ravi Pranjal, Ranjana Seshadri, Rakesh Kumar Sanath Kumar Kadaba, Tiantian Feng, Shrikanth S. Narayanan, Theodora Chaspari |
| 2023 | ICASSP | FedAudio: A Federated Learning Benchmark for Audio Tasks. | Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr |
| 2023 | Interspeech | Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism. | Rimita Lahiri, Tiantian Feng, Rajat Hebbar, Catherine Lord, So Hyun Kim, Shrikanth Narayanan |
| 2023 | Interspeech | Understanding Spoken Language Development of Children with ASD Using Pre-trained Speech Embeddings. | Anfeng Xu, Rajat Hebbar, Rimita Lahiri, Tiantian Feng, Lindsay Butler, Lue Shen, Helen Tager-Flusberg, Shrikanth Narayanan |
| 2023 | IUI | Reproducibility as a Stepping Stone to Intelligent Assistants for Data Analysis: Recreating a Study of Physical Activity, Sleep, and Work Shift in Nurses. | Detravious Jamari Brinkley, Emmanuel Johnson, Tiantian Feng, Yolanda Gil |
| 2023 | KDD | FedMultimodal: A Benchmark for Multimodal Federated Learning. | Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan |
| 2022 | ICASSP | Enhancing Privacy Through Domain Adaptive Noise Injection For Speech Emotion Recognition. | Tiantian Feng, Hanieh Hashemi, Murali Annavaram, Shrikanth S. Narayanan |
| 2022 | Interspeech | Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling. | Tiantian Feng, Shrikanth Narayanan |
| 2022 | Interspeech | User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning. | Tiantian Feng, Raghuveer Peri, Shrikanth Narayanan |
| 2022 | IROS | Scale Estimation with Dual Quadrics for Monocular Object SLAM. | Shuangfu Song, Junqiao Zhao, Tiantian Feng, Chen Ye, Lu Xiong |
| 2021 | ACII | Privacy and Utility Preserving Data Transformation for Speech Emotion Recognition. | Tiantian Feng, Shrikanth Narayanan |
| 2020 | ACL | Screenplay Quality Assessment: Can We Predict Who Gets Nominated? | Ming-Chang Chiu, Tiantian Feng, Xiang Ren, Shrikanth Narayanan |
| 2020 | ICASSP | Modeling Behavior as Mutual Dependency between Physiological Signals and Indoor Location in Large-Scale Wearable Sensor Study. | Tiantian Feng, Brandon M. Booth, Shrikanth S. Narayanan |
| 2020 | ICASSP | Modeling Behavioral Consistency in Large-Scale Wearable Recordings of Human Bio-Behavioral Signals. | Tiantian Feng, Shrikanth S. Narayanan |
| 2020 | ICMV | Occlusion aware unsupervised learning of optical flow from video. | Jianfeng Li, Junqiao Zhao, Tiantian Feng |
| 2019 | ICASSP | Toward Robust Interpretable Human Movement Pattern Analysis in a Workplace Setting. | Brandon M. Booth, Tiantian Feng, Abhishek Jangalwa, Shrikanth S. Narayanan |
| 2019 | ICASSP | Discovering Optimal Variable-length Time Series Motifs in Large-scale Wearable Recordings of Human Bio-behavioral Signals. | Tiantian Feng, Shrikanth S. Narayanan |
| 2019 | IGARSS | Super Resolution Reconstruction Technique in Passive Microwave Images of Arctic Sea Ice. | Xiaomin Liu, Tiantian Feng, Junqiao Zhao, Rongxing Li |
| 2018 | Mobisys | TILES audio recorder: an unobtrusive wearable solution to track audio activity. | Tiantian Feng, Amrutha Nadarajan, Colin Vaz, Brandon M. Booth, Shrikanth S. Narayanan |
| 2016 | IGARSS | Inverse Synthetic Aperture Radar imaging of maneuvering targets based on joint time-frequency analysis. | Tiantian Feng, Lixin Guo, Yi Zhang |
| 2016 | IGARSS | Quality assessment of existing antarctic remote sensing products. | Rongxing Li, Yixiang Tian, Tiantian Feng, Huan Xie, Yang Xu, Haifeng Xiao, Hexia Weng, Da Lv, Xiaohua Tong |
| 2013 | CIS | Pedestrian Counting for a Large Scene Using a GigaPan Panorama and Exemplar-SVMs. | Shaoming Zhang, Sheng Yu, Qingyu Ma, Pengchao Shang, Popo Gui, Jianmei Wang, Tiantian Feng |