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Publication search results
found 234 matches
- 2024
- Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng:
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. ACL (1) 2024: 1946-1965 - Helen Zhou, Audrey Huang, Kamyar Azizzadenesheli, David Childers, Zachary C. Lipton:
Timing as an Action: Learning When to Observe and Act. AISTATS 2024: 3979-3987 - Jason Ansel, Edward Z. Yang, Horace He, Natalia Gimelshein, Animesh Jain, Michael Voznesensky, Bin Bao, Peter Bell
, David Berard, Evgeni Burovski
, Geeta Chauhan, Anjali Chourdia, Will Constable, Alban Desmaison, Zachary DeVito, Elias Ellison, Will Feng, Jiong Gong, Michael Gschwind, Brian Hirsh, Sherlock Huang, Kshiteej Kalambarkar, Laurent Kirsch, Michael Lazos, Mario Lezcano, Yanbo Liang, Jason Liang, Yinghai Lu, C. K. Luk, Bert Maher, Yunjie Pan, Christian Puhrsch, Matthias Reso, Mark Saroufim, Marcos Yukio Siraichi, Helen Suk, Shunting Zhang, Michael Suo, Phil Tillet, Xu Zhao, Eikan Wang, Keren Zhou, Richard Zou, Xiaodong Wang, Ajit Mathews, William Wen, Gregory Chanan, Peng Wu, Soumith Chintala:
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation. ASPLOS (2) 2024: 929-947 - Kate Candon
, Nicholas C. Georgiou
, Helen Zhou
, Sidney Richardson
, Qiping Zhang
, Brian Scassellati
, Marynel Vázquez
:
REACT: Two Datasets for Analyzing Both Human Reactions and Evaluative Feedback to Robots Over Time. HRI 2024: 885-889 - Shun Lei, Yixuan Zhou, Liyang Chen, Dan Luo, Zhiyong Wu, Xixin Wu, Shiyin Kang, Tao Jiang, Yahui Zhou, Yuxing Han, Helen Meng:
Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts. ICASSP 2024: 12662-12666 - Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Haohan Guo, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Zhou Zhao, Xixin Wu, Helen M. Meng:
UniAudio: Towards Universal Audio Generation with Large Language Models. ICML 2024 - Binghui Wang
, Minhua Lin
, Tianxiang Zhou
, Pan Zhou
, Ang Li
, Meng Pang
, Hai Helen Li
, Yiran Chen
:
Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function. WSDM 2024: 693-701 - Kate Candon, Nicholas C. Georgiou, Helen Zhou, Sidney Richardson, Qiping Zhang, Brian Scassellati, Marynel Vázquez:
REACT: Two Datasets for Analyzing Both Human Reactions and Evaluative Feedback to Robots Over Time. CoRR abs/2402.00190 (2024) - Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng:
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. CoRR abs/2402.09267 (2024) - Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang
, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo:
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR abs/2403.01628 (2024) - Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Yipeng Zhang, Haitao Mi, Helen Meng:
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching. CoRR abs/2406.06326 (2024) - Jingyan Zhou, Kun Li, Junan Li, Jiawen Kang, Minda Hu, Xixin Wu, Helen Meng:
Purple-teaming LLMs with Adversarial Defender Training. CoRR abs/2407.01850 (2024) - Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen Meng, Furu Wei:
Autoregressive Speech Synthesis without Vector Quantization. CoRR abs/2407.08551 (2024) - Weiqin Li, Peiji Yang, Yicheng Zhong, Yixuan Zhou, Zhisheng Wang, Zhiyong Wu, Xixin Wu, Helen Meng:
Spontaneous Style Text-to-Speech Synthesis with Controllable Spontaneous Behaviors Based on Language Models. CoRR abs/2407.13509 (2024) - Xi Chen, Yashika Sharma, Hao Helen Zhang, Xin Hao, Qiang Zhou:
Gaussian Process Model with Tensorial Inputs and Its Application to the Design of 3D Printed Antennas. CoRR abs/2407.15877 (2024) - 2023
- Jean-Philippe Kröll, Patrick Friedrich
, Xuan Li
, Kaustubh R. Patil
, Lisa Mochalski
, Laura Waite
, Xing Qian, Michael W. L. Chee
, Juan Helen Zhou, Simon B. Eickhoff, Susanne Weis
:
Naturalistic viewing increases individual identifiability based on connectivity within functional brain networks. NeuroImage 273: 120083 (2023) - Xiaoxuan Yan
, Ru Kong, Aihuiping Xue, Qing Yang, Csaba Orban
, Lijun An
, Avram J. Holmes, Xing Qian, Jianzhong Chen, Xi-Nian Zuo, Juan Helen Zhou, Marielle V. Fortier, Ai Peng Tan
, Peter D. Gluckman, Yap-Seng Chong
, Michael J. Meaney, Danilo Bzdok, Simon B. Eickhoff, B. T. Thomas Yeo
:
Homotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity. NeuroImage 273: 120010 (2023) - Shun Lei
, Yixuan Zhou
, Liyang Chen
, Zhiyong Wu
, Xixin Wu
, Shiyin Kang
, Helen Meng:
MSStyleTTS: Multi-Scale Style Modeling With Hierarchical Context Information for Expressive Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3290-3303 (2023) - Yu Feng, Ben Zhou, Haoyu Wang, Helen Jin, Dan Roth:
Generic Temporal Reasoning with Differential Analysis and Explanation. ACL (1) 2023: 12013-12029 - Helen Zhou, Sivaraman Balakrishnan, Zachary C. Lipton:
Domain Adaptation under Missingness Shift. AISTATS 2023: 9577-9606 - Helen Zhou, Yuwen Chen, Zachary C. Lipton:
Evaluating Model Performance in Medical Datasets Over Time. CHIL 2023: 498-508 - Zijiao Chen, Jiaxin Qing, Tiange Xiang, Wan Lin Yue, Juan Helen Zhou:
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding. CVPR 2023: 22710-22720 - Xiaoying Zhang, Baolin Peng, Kun Li, Jingyan Zhou, Helen Meng:
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting. EMNLP (Findings) 2023: 13348-13369 - Kate Candon
, Helen Zhou
, Sarah Gillet
, Marynel Vázquez
:
Verbally Soliciting Human Feedback in Continuous Human-Robot Collaboration: Effects of the Framing and Timing of Reminders. HRI 2023: 290-300 - Helen Korving, Sheng Li
, Di Zhou, Paula Sophia Sterkenburg
, Panos Markopoulos, Emilia I. Barakova:
Development of a Pain Signaling System Using Machine Learning. ICASSP Workshops 2023: 1-5 - Shun Lei, Yixuan Zhou, Liyang Chen, Zhiyong Wu, Shiyin Kang, Helen Meng:
Context-Aware Coherent Speaking Style Prediction with Hierarchical Transformers for Audiobook Speech Synthesis. ICASSP 2023: 1-5 - Shaohuan Zhou, Xu Li, Zhiyong Wu, Ying Shan, Helen Meng:
Enhancing the Vocal Range of Single-Speaker Singing Voice Synthesis with Melody-Unsupervised Pre-Training. ICASSP 2023: 1-5 - Weiqin Li, Shun Lei, Qiaochu Huang, Yixuan Zhou, Zhiyong Wu, Shiyin Kang, Helen Meng:
Towards Spontaneous Style Modeling with Semi-supervised Pre-training for Conversational Text-to-Speech Synthesis. INTERSPEECH 2023: 3377-3381 - Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou:
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. MICCAI (5) 2023: 348-357 - Edward Hanson
, Shiyu Li
, Guanglei Zhou
, Feng Cheng
, Yitu Wang
, Rohan Bose
, Hai Li
, Yiran Chen
:
Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI. MICRO 2023: 972-985
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