Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery.

Wei Ping

Meng Xin Sweta Priyadarshi Jingyu Xin Bilal Kartal Aditya Vavre Asma Kuriparambil Thekkumpate Zijia Chen Ameya Sunil Mahabaleshwarkar Ido Shahaf Akhiad Bercovich Kinjal Patel Suguna Varshini Velury Chenjie Luo Zhiyu Cheng Jenny Chen Chen-Han Yu Wei Ping Oleg Rybakov Nima Tajbakhsh Oluwatobi Olabiyi Dusan Stosic Di Wu Song Han 0003 Eric Chung Sharath Turuvekere Sreenivas Bryan Catanzaro Yoshi Suhara Tijmen Blankevoort Huizi Mao Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery. 2026 January abs/2601.20088 CoRR https://doi.org/10.48550/arXiv.2601.20088 db/journals/corr/corr2601.html#abs-2601-20088 streams/journals/corr

Ali Hatamizadeh Shrimai Prabhumoye Igor Gitman Ximing Lu Seungju Han 0002 Wei Ping Yejin Choi 0001 Jan Kautz iGRPO: Self-Feedback-Driven LLM Reasoning. 2026 February abs/2602.09000 CoRR https://doi.org/10.48550/arXiv.2602.09000 db/journals/corr/corr2602.html#abs-2602-09000 streams/journals/corr

Renjie Pi Grace Lam Mohammad Shoeybi Pooya Jannaty Bryan Catanzaro Wei Ping On Data Engineering for Scaling LLM Terminal Capabilities. 2026 February abs/2602.21193 CoRR https://doi.org/10.48550/arXiv.2602.21193 db/journals/corr/corr2602.html#abs-2602-21193 streams/journals/corr

Arushi Goel Sreyan Ghosh Vatsal Agarwal Nishit Anand Kaousheik Jayakumar Lasha Koroshinadze Yao Xu Katie Lyons James Case Karan Sapra Kevin J. Shih Siddharth Gururani Abhinav Shrivastava Ramani Duraiswami Dinesh Manocha Andrew Tao Bryan Catanzaro Mohammad Shoeybi Wei Ping MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos. 2026 March abs/2603.14145 CoRR https://doi.org/10.48550/arXiv.2603.14145 db/journals/corr/corr2603.html#abs-2603-14145 streams/journals/corr

Zhuolin Yang Zihan Liu 0001 Yang Chen Wenliang Dai Boxin Wang Sheng-Chieh Lin Chankyu Lee Yangyi Chen Dongfu Jiang Jiafan He Renjie Pi Grace Lam Nayeon Lee Alexander Bukharin Mohammad Shoeybi Bryan Catanzaro Wei Ping Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation. 2026 March abs/2603.19220 CoRR https://doi.org/10.48550/arXiv.2603.19220 db/journals/corr/corr2603.html#abs-2603-19220 streams/journals/corr

Sreyan Ghosh Arushi Goel Kaousheik Jayakumar Lasha Koroshinadze Nishit Anand Zhifeng Kong Siddharth Gururani Sang-gil Lee Jaehyeon Kim Aya Aljafari Chao-Han Huck Yang Sungwon Kim 0001 Ramani Duraiswami Dinesh Manocha Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu 0001 Wei Ping Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music. 2026 April abs/2604.10905 CoRR https://doi.org/10.48550/arXiv.2604.10905 db/journals/corr/corr2604.html#abs-2604-10905 streams/journals/corr

Wei Ping Qihang Sun Qi Wang Fazlullah Khan Ryan Alturki Bandar Alshawi Ni Zhang Dynamic Multimodal Fusion for Real-Time Lung Cancer Diagnostics in IoMT-Enabled Healthcare. 46083-46092 2025 nov15 12 IEEE Internet Things J. 22 https://doi.org/10.1109/JIOT.2025.3576482 db/journals/iotj/iotj12.html#PingSWKAAZ25 streams/journals/iotj

Zihan Liu 0001 Yang Chen Mohammad Shoeybi Bryan Catanzaro Wei Ping AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling. 3993-4015 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.206 https://aclanthology.org/2025.findings-acl.206/ conf/acl/2025f db/conf/acl/acl2025f.html#LiuCSCP25 Chankyu Lee Rajarshi Roy 0003 Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Wei Ping NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models. 2025 ICLR https://openreview.net/forum?id=lgsyLSsDRe conf/iclr/2025 db/conf/iclr/iclr2025.html#Lee0XRSCP25 Sheng-Chieh Lin Chankyu Lee Mohammad Shoeybi Jimmy Lin Bryan Catanzaro Wei Ping Mm-Embed: Universal Multimodal Retrieval with Multimodal LLMS. 2025 ICLR https://openreview.net/forum?id=i45NQb2iKO conf/iclr/2025 db/conf/iclr/iclr2025.html#LinLSLCP25 Rafael Valle Rohan Badlani Zhifeng Kong Sang-gil Lee Arushi Goel Sungwon Kim 0001 João Felipe Santos Shuqi Dai Siddharth Gururani Aya Aljafari Alexander H. Liu Kevin J. Shih Ryan Prenger Wei Ping Chao-Han Huck Yang Bryan Catanzaro Fugatto 1: Foundational Generative Audio Transformer Opus 1. 2025 ICLR https://openreview.net/forum?id=B2Fqu7Y2cd conf/iclr/2025 db/conf/iclr/iclr2025.html#ValleBKLG0SDGAL25 Peng Xu 0008 Wei Ping Xianchao Wu Chejian Xu Zihan Liu 0001 Mohammad Shoeybi Bryan Catanzaro ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. 2025 ICLR https://openreview.net/forum?id=cPD2hU35x3 conf/iclr/2025 db/conf/iclr/iclr2025.html#XuPWX0SC25 Sreyan Ghosh Zhifeng Kong Sonal Kumar S. Sakshi Jaehyeon Kim Wei Ping Rafael Valle Dinesh Manocha Bryan Catanzaro Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities. 2025 ICML https://proceedings.mlr.press/v267/ghosh25b.html https://openreview.net/forum?id=xWu5qpDK6U conf/icml/2025 db/conf/icml/icml2025.html#GhoshKKSKPVMC25

Sreyan Ghosh Zhifeng Kong Sonal Kumar S. Sakshi Jaehyeon Kim Wei Ping Rafael Valle Dinesh Manocha Bryan Catanzaro Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities. 2025 March abs/2503.03983 CoRR https://doi.org/10.48550/arXiv.2503.03983 db/journals/corr/corr2503.html#abs-2503-03983 streams/journals/corr

Alisson G. Azzolini Hannah Brandon Prithvijit Chattopadhyay Huayu Chen Jinju Chu Yin Cui Jenna Diamond Yifan Ding 0002 Francesco Ferroni Rama Govindaraju Jinwei Gu Siddharth Gururani Imad El Hanafi Zekun Hao Jacob Samuel Huffman Jingyi Jin Brendan Johnson Rizwan Khan George Kurian Elena Lantz Nayeon Lee Zhaoshuo Li Xuan Li 0015 Tsung-Yi Lin Yen-Chen Lin Ming-Yu Liu 0001 Alice Luo Andrew Mathau Yun Ni Lindsey Pavao Wei Ping David W. Romero Misha Smelyanskiy Shuran Song Lyne Tchapmi Andrew Z. Wang Boxin Wang Haoxiang Wang Fangyin Wei Jiashu Xu Yao Xu Xiaodong Yang 0001 Zhuolin Yang Xiaohui Zeng Zhe Zhang Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning. 2025 March abs/2503.15558 CoRR https://doi.org/10.48550/arXiv.2503.15558 db/journals/corr/corr2503.html#abs-2503-15558 streams/journals/corr

Chejian Xu Wei Ping Peng Xu 0008 Zihan Liu 0001 Boxin Wang Mohammad Shoeybi Bo Li 0026 Bryan Catanzaro From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models. 2025 April abs/2504.06214 CoRR https://doi.org/10.48550/arXiv.2504.06214 db/journals/corr/corr2504.html#abs-2504-06214 streams/journals/corr

Yang Chen Zhuolin Yang Zihan Liu 0001 Chankyu Lee Peng Xu 0008 Mohammad Shoeybi Bryan Catanzaro Wei Ping AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning. 2025 May abs/2505.16400 CoRR https://doi.org/10.48550/arXiv.2505.16400 db/journals/corr/corr2505.html#abs-2505-16400 streams/journals/corr

Zihan Liu 0001 Zhuolin Yang Yang Chen Chankyu Lee Mohammad Shoeybi Bryan Catanzaro Wei Ping AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy. 2025 June abs/2506.13284 CoRR https://doi.org/10.48550/arXiv.2506.13284 db/journals/corr/corr2506.html#abs-2506-13284 streams/journals/corr

Bo Wang 0016 Mengyuan Xu Yue Yan Yuqun Yang Kechen Shu Wei Ping Xu Tang 0004 Wei Jiang Zheng You ASM-UNet: Adaptive Scan Mamba Integrating Group Commonalities and Individual Variations for Fine-Grained Segmentation. 2025 August abs/2508.07237 CoRR https://doi.org/10.48550/arXiv.2508.07237 db/journals/corr/corr2508.html#abs-2508-07237 streams/journals/corr

Zhifeng Kong Arushi Goel João Felipe Santos Sreyan Ghosh Rafael Valle Wei Ping Bryan Catanzaro Audio Flamingo Sound-CoT Technical Report: Improving Chain-of-Thought Reasoning in Sound Understanding. 2025 August abs/2508.11818 CoRR https://doi.org/10.48550/arXiv.2508.11818 db/journals/corr/corr2508.html#abs-2508-11818 streams/journals/corr

Jinchuan Tian Sang-gil Lee Zhifeng Kong Sreyan Ghosh Arushi Goel Chao-Han Huck Yang Wenliang Dai Zihan Liu 0001 Hanrong Ye Shinji Watanabe 0001 Mohammad Shoeybi Bryan Catanzaro Rafael Valle Wei Ping UALM: Unified Audio Language Model for Understanding, Generation and Reasoning. 2025 October abs/2510.12000 CoRR https://doi.org/10.48550/arXiv.2510.12000 db/journals/corr/corr2510.html#abs-2510-12000 streams/journals/corr

Boxin Wang Chankyu Lee Nayeon Lee Sheng-Chieh Lin Wenliang Dai Yang Chen Yangyi Chen Zhuolin Yang Zihan Liu 0001 Mohammad Shoeybi Bryan Catanzaro Wei Ping Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models. 2025 December abs/2512.13607 CoRR https://doi.org/10.48550/arXiv.2512.13607 db/journals/corr/corr2512.html#abs-2512-13607 streams/journals/corr

Ji Lin 0002 Hongxu Yin Wei Ping Pavlo Molchanov 0001 Mohammad Shoeybi Song Han 0003 VILA: On Pre-training for Visual Language Models. 26679-26689 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02520 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#LinYP0SH24 Peng Xu 0008 Wei Ping Xianchao Wu Lawrence McAfee Chen Zhu 0001 Zihan Liu 0001 Sandeep Subramanian Evelina Bakhturina Mohammad Shoeybi Bryan Catanzaro Retrieval meets Long Context Large Language Models. 2024 ICLR https://openreview.net/forum?id=xw5nxFWMlo conf/iclr/2024 db/conf/iclr/iclr2024.html#0008PWM0LSBSC24 Zhifeng Kong Arushi Goel Rohan Badlani Wei Ping Rafael Valle Bryan Catanzaro Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities. 2024 ICML https://proceedings.mlr.press/v235/kong24a.html https://openreview.net/forum?id=WYi3WKZjYe conf/icml/2024 db/conf/icml/icml2024.html#KongGBPVC24 25125-25148 Boxin Wang Wei Ping Lawrence McAfee Peng Xu 0008 Bo Li 0026 Mohammad Shoeybi Bryan Catanzaro InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining. 2024 ICML https://proceedings.mlr.press/v235/wang24bd.html https://openreview.net/forum?id=PLAGGbssT8 conf/icml/2024 db/conf/icml/icml2024.html#WangPM00SC24 51255-51272 Zihan Liu 0001 Wei Ping Rajarshi Roy 0003 Peng Xu 0008 Chankyu Lee Mohammad Shoeybi Bryan Catanzaro ChatQA: Surpassing GPT-4 on Conversational QA and RAG. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/1c0d54ebd0a6e58c4eca7d591e374b9d-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#0001P00LSC24 Yue Yu 0009 Wei Ping Zihan Liu 0001 Boxin Wang Jiaxuan You Chao Zhang Mohammad Shoeybi Bryan Catanzaro RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/db93ccb6cf392f352570dd5af0a223d3-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#YuP0WYZSC24

Zihan Liu 0001 Wei Ping Rajarshi Roy 0003 Peng Xu 0008 Chankyu Lee Mohammad Shoeybi Bryan Catanzaro ChatQA: Building GPT-4 Level Conversational QA Models. 2024 abs/2401.10225 CoRR https://doi.org/10.48550/arXiv.2401.10225 https://www.wikidata.org/entity/Q133272170 db/journals/corr/corr2401.html#abs-2401-10225

Zhifeng Kong Arushi Goel Rohan Badlani Wei Ping Rafael Valle Bryan Catanzaro Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities. 2024 abs/2402.01831 CoRR https://doi.org/10.48550/arXiv.2402.01831 db/journals/corr/corr2402.html#abs-2402-01831

Chankyu Lee Rajarshi Roy 0003 Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Wei Ping NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models. 2024 abs/2405.17428 CoRR https://doi.org/10.48550/arXiv.2405.17428 db/journals/corr/corr2405.html#abs-2405-17428

Hanrong Ye De-An Huang Yao Lu 0006 Zhiding Yu Wei Ping Andrew Tao Jan Kautz Song Han 0003 Dan Xu 0002 Pavlo Molchanov 0001 Hongxu Yin X-VILA: Cross-Modality Alignment for Large Language Model. 2024 abs/2405.19335 CoRR https://doi.org/10.48550/arXiv.2405.19335 db/journals/corr/corr2405.html#abs-2405-19335

Yue Yu 0009 Wei Ping Zihan Liu 0001 Boxin Wang Jiaxuan You Chao Zhang Mohammad Shoeybi Bryan Catanzaro RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs. 2024 abs/2407.02485 CoRR https://doi.org/10.48550/arXiv.2407.02485 https://www.wikidata.org/entity/Q133271193 db/journals/corr/corr2407.html#abs-2407-02485 streams/journals/corr

Peng Xu 0008 Wei Ping Xianchao Wu Zihan Liu 0001 Mohammad Shoeybi Bryan Catanzaro ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. 2024 abs/2407.14482 CoRR https://doi.org/10.48550/arXiv.2407.14482 db/journals/corr/corr2407.html#abs-2407-14482 streams/journals/corr

Wenliang Dai Nayeon Lee Boxin Wang Zhuoling Yang Zihan Liu 0001 Jon Barker Tuomas Rintamaki Mohammad Shoeybi Bryan Catanzaro Wei Ping NVLM: Open Frontier-Class Multimodal LLMs. 2024 abs/2409.11402 CoRR https://doi.org/10.48550/arXiv.2409.11402 db/journals/corr/corr2409.html#abs-2409-11402 streams/journals/corr

Sheng-Chieh Lin Chankyu Lee Mohammad Shoeybi Jimmy Lin Bryan Catanzaro Wei Ping MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs. 2024 abs/2411.02571 CoRR https://doi.org/10.48550/arXiv.2411.02571 db/journals/corr/corr2411.html#abs-2411-02571 streams/journals/corr

Zihan Liu 0001 Yang Chen Mohammad Shoeybi Bryan Catanzaro Wei Ping AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling. 2024 abs/2412.15084 CoRR https://doi.org/10.48550/arXiv.2412.15084 db/journals/corr/corr2412.html#abs-2412-15084 streams/journals/corr

Xiang Wang Wei Ping Ahmed Salah Al-Shati Numerical simulation of ozonation in hollow-fiber membranes for wastewater treatment. 106380 2023 123 Eng. Appl. Artif. Intell. Part B https://doi.org/10.1016/j.engappai.2023.106380 db/journals/eaai/eaai123.html#WangPA23

Jiazhao Li Zhuofeng Wu 0001 Wei Ping Chaowei Xiao V. G. Vinod Vydiswaran Defending against Insertion-based Textual Backdoor Attacks via Attribution. 8818-8833 2023 ACL (Findings) https://doi.org/10.18653/v1/2023.findings-acl.561 https://aclanthology.org/2023.findings-acl.561 conf/acl/2023f db/conf/acl/acl2023f.html#Li0PXV23 Xingchao Liu Lemeng Wu Shujian Zhang Chengyue Gong Wei Ping Qiang Liu 0001 FlowGrad: Controlling the Output of Generative ODEs with Gradients. 24335-24344 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.02331 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#LiuWZGP023 Boxin Wang Wei Ping Peng Xu 0008 Lawrence McAfee Zihan Liu 0001 Mohammad Shoeybi Yi Dong 0003 Oleksii Kuchaiev Bo Li 0026 Chaowei Xiao Anima Anandkumar Bryan Catanzaro Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. 7763-7786 2023 EMNLP https://doi.org/10.18653/v1/2023.emnlp-main.482 https://aclanthology.org/2023.emnlp-main.482 conf/emnlp/2023 db/conf/emnlp/emnlp2023.html#WangPXMLSDKLXAC23 Zhuolin Yang Wei Ping Zihan Liu 0001 Vijay Korthikanti Weili Nie De-An Huang Linxi Fan Zhiding Yu Shiyi Lan Bo Li 0026 Mohammad Shoeybi Ming-Yu Liu 0001 Yuke Zhu Bryan Catanzaro Chaowei Xiao Anima Anandkumar Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning. 11844-11857 2023 EMNLP (Findings) https://doi.org/10.18653/v1/2023.findings-emnlp.793 https://aclanthology.org/2023.findings-emnlp.793 conf/emnlp/2023f db/conf/emnlp/emnlp2023f.html#YangPLKNHFYLLS023 Sang-gil Lee Wei Ping Boris Ginsburg Bryan Catanzaro Sungroh Yoon BigVGAN: A Universal Neural Vocoder with Large-Scale Training. 2023 ICLR https://openreview.net/forum?id=iTtGCMDEzS_ conf/iclr/2023 db/conf/iclr/iclr2023.html#LeePGCY23 Shutong Wu Jiongxiao Wang Wei Ping Weili Nie Chaowei Xiao Defending against Adversarial Audio via Diffusion Model. 2023 ICLR https://openreview.net/forum?id=5-Df3tljit7 conf/iclr/2023 db/conf/iclr/iclr2023.html#WuWPNX23 Zhifeng Kong Wei Ping Ambrish Dantrey Bryan Catanzaro CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram. 790-794 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-1287 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#KongPDC23

Zhuolin Yang Wei Ping Zihan Liu 0001 Vijay Korthikanti Weili Nie De-An Huang Linxi Fan Zhiding Yu Shiyi Lan Bo Li 0026 Ming-Yu Liu 0001 Yuke Zhu Mohammad Shoeybi Bryan Catanzaro Chaowei Xiao Anima Anandkumar Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning. 2023 abs/2302.04858 CoRR https://doi.org/10.48550/arXiv.2302.04858 db/journals/corr/corr2302.html#abs-2302-04858

Shutong Wu Jiongxiao Wang Wei Ping Weili Nie Chaowei Xiao Defending against Adversarial Audio via Diffusion Model. 2023 abs/2303.01507 CoRR https://doi.org/10.48550/arXiv.2303.01507 db/journals/corr/corr2303.html#abs-2303-01507

Boxin Wang Wei Ping Peng Xu 0008 Lawrence McAfee Zihan Liu 0001 Mohammad Shoeybi Yi Dong 0003 Oleksii Kuchaiev Bo Li 0026 Chaowei Xiao Anima Anandkumar Bryan Catanzaro Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. 2023 abs/2304.06762 CoRR https://doi.org/10.48550/arXiv.2304.06762 db/journals/corr/corr2304.html#abs-2304-06762

Jiazhao Li Zhuofeng Wu 0001 Wei Ping Chaowei Xiao V. G. Vinod Vydiswaran Defending against Insertion-based Textual Backdoor Attacks via Attribution. 2023 abs/2305.02394 CoRR https://doi.org/10.48550/arXiv.2305.02394 db/journals/corr/corr2305.html#abs-2305-02394

Jie Huang 0009 Wei Ping Peng Xu 0008 Mohammad Shoeybi Kevin Chen-Chuan Chang Bryan Catanzaro RAVEN: In-Context Learning with Retrieval Augmented Encoder-Decoder Language Models. 2023 abs/2308.07922 CoRR https://doi.org/10.48550/arXiv.2308.07922 db/journals/corr/corr2308.html#abs-2308-07922

Zhifeng Kong Wei Ping Ambrish Dantrey Bryan Catanzaro CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram. 2023 abs/2309.05975 CoRR https://doi.org/10.48550/arXiv.2309.05975 db/journals/corr/corr2309.html#abs-2309-05975

Peng Xu 0008 Wei Ping Xianchao Wu Lawrence McAfee Chen Zhu 0001 Zihan Liu 0001 Sandeep Subramanian Evelina Bakhturina Mohammad Shoeybi Bryan Catanzaro Retrieval meets Long Context Large Language Models. 2023 abs/2310.03025 CoRR https://doi.org/10.48550/arXiv.2310.03025 db/journals/corr/corr2310.html#abs-2310-03025

Boxin Wang Wei Ping Lawrence McAfee Peng Xu 0008 Bo Li 0026 Mohammad Shoeybi Bryan Catanzaro InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining. 2023 abs/2310.07713 CoRR https://doi.org/10.48550/arXiv.2310.07713 db/journals/corr/corr2310.html#abs-2310-07713

Ji Lin 0002 Hongxu Yin Wei Ping Yao Lu 0006 Pavlo Molchanov 0001 Andrew Tao Huizi Mao Jan Kautz Mohammad Shoeybi Song Han 0003 VILA: On Pre-training for Visual Language Models. 2023 abs/2312.07533 CoRR https://doi.org/10.48550/arXiv.2312.07533 db/journals/corr/corr2312.html#abs-2312-07533

Zihan Liu 0001 Mostofa Patwary Ryan Prenger Shrimai Prabhumoye Wei Ping Mohammad Shoeybi Bryan Catanzaro Multi-Stage Prompting for Knowledgeable Dialogue Generation. 1317-1337 2022 ACL (Findings) https://doi.org/10.18653/v1/2022.findings-acl.104 https://aclanthology.org/2022.findings-acl.104 conf/acl/2022f db/conf/acl/acl2022f.html#LiuPPPPSC22 Peng Xu 0008 Mostofa Patwary Shrimai Prabhumoye Virginia Adams Ryan Prenger Wei Ping Nayeon Lee Mohammad Shoeybi Bryan Catanzaro Evaluating Parameter Efficient Learning for Generation. 4824-4833 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.319 https://aclanthology.org/2022.emnlp-main.319 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#0008PPAPPLSC22 Rohan Badlani Adrian Lancucki Kevin J. Shih Rafael Valle Wei Ping Bryan Catanzaro One TTS Alignment to Rule Them All. 6092-6096 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9747707 conf/icassp/2022 db/conf/icassp/icassp2022.html#BadlaniLSVPC22 Zhifeng Kong Wei Ping Ambrish Dantrey Bryan Catanzaro Speech Denoising in the Waveform Domain With Self-Attention. 7867-7871 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746169 conf/icassp/2022 db/conf/icassp/icassp2022.html#KongPDC22 Nayeon Lee Wei Ping Peng Xu 0008 Mostofa Patwary Pascale Fung Mohammad Shoeybi Bryan Catanzaro Factuality Enhanced Language Models for Open-Ended Text Generation. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/df438caa36714f69277daa92d608dd63-Abstract-Conference.html db/conf/nips/neurips2022.html#LeePXPFSC22 Boxin Wang Wei Ping Chaowei Xiao Peng Xu 0008 Mostofa Patwary Mohammad Shoeybi Bo Li 0026 Anima Anandkumar Bryan Catanzaro Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/e8c20cafe841cba3e31a17488dc9c3f1-Abstract-Conference.html db/conf/nips/neurips2022.html#WangPXXPSLAC22

Boxin Wang Wei Ping Chaowei Xiao Peng Xu 0008 Mostofa Patwary Mohammad Shoeybi Bo Li 0026 Anima Anandkumar Bryan Catanzaro Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models. 2022 abs/2202.04173 CoRR https://arxiv.org/abs/2202.04173 db/journals/corr/corr2202.html#abs-2202-04173

Zhifeng Kong Wei Ping Ambrish Dantrey Bryan Catanzaro Speech Denoising in the Waveform Domain with Self-Attention. 2022 abs/2202.07790 CoRR https://arxiv.org/abs/2202.07790 db/journals/corr/corr2202.html#abs-2202-07790

Zihan Liu 0001 Mostofa Patwary Ryan Prenger Shrimai Prabhumoye Wei Ping Mohammad Shoeybi Bryan Catanzaro Multi-Stage Prompting for Knowledgeable Dialogue Generation. 2022 abs/2203.08745 CoRR https://doi.org/10.48550/arXiv.2203.08745 db/journals/corr/corr2203.html#abs-2203-08745

Nayeon Lee Wei Ping Peng Xu 0008 Mostofa Patwary Mohammad Shoeybi Bryan Catanzaro Factuality Enhanced Language Models for Open-Ended Text Generation. 2022 abs/2206.04624 CoRR https://doi.org/10.48550/arXiv.2206.04624 db/journals/corr/corr2206.html#abs-2206-04624

Sang-gil Lee Wei Ping Boris Ginsburg Bryan Catanzaro Sungroh Yoon BigVGAN: A Universal Neural Vocoder with Large-Scale Training. 2022 abs/2206.04658 CoRR https://doi.org/10.48550/arXiv.2206.04658 db/journals/corr/corr2206.html#abs-2206-04658

Peng Xu 0008 Mostofa Patwary Shrimai Prabhumoye Virginia Adams Ryan J. Prenger Wei Ping Nayeon Lee Mohammad Shoeybi Bryan Catanzaro Evaluating Parameter Efficient Learning for Generation. 2022 abs/2210.13673 CoRR https://doi.org/10.48550/arXiv.2210.13673 db/journals/corr/corr2210.html#abs-2210-13673

Shi Shuyu Si Wen Ouyang Xiaoyi Wei Ping Phase separation in synthetic biology. 378-399 2021 December 9 Quant. Biol. 4 https://doi.org/10.15302/j-qb-021-0262 db/journals/quanbio/quanbio9.html#ShuyuWXP21

Devendra Singh Sachan Mostofa Patwary Mohammad Shoeybi Neel Kant Wei Ping William L. Hamilton Bryan Catanzaro End-to-End Training of Neural Retrievers for Open-Domain Question Answering. 6648-6662 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.519 https://aclanthology.org/2021.acl-long.519 https://www.wikidata.org/entity/Q131459250 conf/acl/2021-1 db/conf/acl/acl2021-1.html#SachanPSKPHC20 Zhifeng Kong Wei Ping Jiaji Huang Kexin Zhao Bryan Catanzaro DiffWave: A Versatile Diffusion Model for Audio Synthesis. 2021 ICLR https://openreview.net/forum?id=a-xFK8Ymz5J conf/iclr/2021 db/conf/iclr/iclr2021.html#KongPHZC21 Chen Zhu 0001 Wei Ping Chaowei Xiao Mohammad Shoeybi Tom Goldstein Anima Anandkumar Bryan Catanzaro Long-Short Transformer: Efficient Transformers for Language and Vision. 17723-17736 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/9425be43ba92c2b4454ca7bf602efad8-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#ZhuPXSGAC21

Zhifeng Kong Wei Ping On Fast Sampling of Diffusion Probabilistic Models. 2021 abs/2106.00132 CoRR https://arxiv.org/abs/2106.00132 db/journals/corr/corr2106.html#abs-2106-00132

Chen Zhu 0001 Wei Ping Chaowei Xiao Mohammad Shoeybi Tom Goldstein Anima Anandkumar Bryan Catanzaro Long-Short Transformer: Efficient Transformers for Language and Vision. 2021 abs/2107.02192 CoRR https://arxiv.org/abs/2107.02192 db/journals/corr/corr2107.html#abs-2107-02192

Rohan Badlani Adrian Lancucki Kevin J. Shih Rafael Valle Wei Ping Bryan Catanzaro One TTS Alignment To Rule Them All. 2021 abs/2108.10447 CoRR https://arxiv.org/abs/2108.10447 db/journals/corr/corr2108.html#abs-2108-10447

Kainan Peng Wei Ping Zhao Song 0001 Kexin Zhao Non-Autoregressive Neural Text-to-Speech. 7586-7598 2020 ICML http://proceedings.mlr.press/v119/peng20a.html conf/icml/2020 db/conf/icml/icml2020.html#PengP0Z20 Wei Ping Kainan Peng Kexin Zhao Zhao Song 0001 WaveFlow: A Compact Flow-based Model for Raw Audio. 7706-7716 2020 ICML http://proceedings.mlr.press/v119/ping20a.html conf/icml/2020 db/conf/icml/icml2020.html#PingPZ020

Zhifeng Kong Wei Ping Jiaji Huang Kexin Zhao Bryan Catanzaro DiffWave: A Versatile Diffusion Model for Audio Synthesis. 2020 abs/2009.09761 CoRR https://arxiv.org/abs/2009.09761 db/journals/corr/corr2009.html#abs-2009-09761

Sashank Santhanam Wei Ping Raul Puri Mohammad Shoeybi Mostofa Patwary Bryan Catanzaro Local Knowledge Powered Conversational Agents. 2020 abs/2010.10150 CoRR https://arxiv.org/abs/2010.10150 db/journals/corr/corr2010.html#abs-2010-10150

Wei Ping Kainan Peng Jitong Chen ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech. 2019 ICLR (Poster) https://openreview.net/forum?id=HklY120cYm conf/iclr/2019 db/conf/iclr/iclr2019.html#PingPC19

Kainan Peng Wei Ping Zhao Song 0001 Kexin Zhao Parallel Neural Text-to-Speech. 2019 abs/1905.08459 CoRR http://arxiv.org/abs/1905.08459 db/journals/corr/corr1905.html#abs-1905-08459

Jihyun Park Kexin Zhao Kainan Peng Wei Ping Multi-Speaker End-to-End Speech Synthesis. 2019 abs/1907.04462 CoRR http://arxiv.org/abs/1907.04462 db/journals/corr/corr1907.html#abs-1907-04462

Wei Ping Kainan Peng Kexin Zhao Zhao Song 0001 WaveFlow: A Compact Flow-based Model for Raw Audio. 2019 abs/1912.01219 CoRR http://arxiv.org/abs/1912.01219 db/journals/corr/corr1912.html#abs-1912-01219

Wenlin Wang Zhe Gan Wenqi Wang 0001 Dinghan Shen Jiaji Huang Wei Ping Sanjeev Satheesh Lawrence Carin Topic Compositional Neural Language Model. 356-365 2018 AISTATS http://proceedings.mlr.press/v84/wang18a.html conf/aistats/2018 db/conf/aistats/aistats2018.html#WangGWSHPSC18 Jiaji Huang Yi Li Wei Ping Liang Huang 0001 Large Margin Neural Language Model. 1183-1191 2018 EMNLP https://doi.org/10.18653/v1/d18-1150 https://aclanthology.org/D18-1150/ conf/emnlp/2018 db/conf/emnlp/emnlp2018.html#HuangLPH18 Wei Ping Kainan Peng Andrew Gibiansky Sercan Ömer Arik Ajay Kannan Sharan Narang Jonathan Raiman John Miller 0001 Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning. 2018 ICLR (Poster) https://openreview.net/forum?id=HJtEm4p6Z conf/iclr/2018 db/conf/iclr/iclr2018.html#PingPGAKNRM18 Sercan Ömer Arik Jitong Chen Kainan Peng Wei Ping Yanqi Zhou Neural Voice Cloning with a Few Samples. 10040-10050 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/4559912e7a94a9c32b09d894f2bc3c82-Abstract.html http://papers.nips.cc/paper/8206-neural-voice-cloning-with-a-few-samples conf/nips/2018 db/conf/nips/nips2018.html#ArikCPPZ18

Sercan Ömer Arik Jitong Chen Kainan Peng Wei Ping Yanqi Zhou Neural Voice Cloning with a Few Samples. 2018 abs/1802.06006 CoRR http://arxiv.org/abs/1802.06006 db/journals/corr/corr1802.html#abs-1802-06006

Yi Li Wei Ping Cancer Metastasis Detection With Neural Conditional Random Field. 2018 abs/1806.07064 CoRR http://arxiv.org/abs/1806.07064 db/journals/corr/corr1806.html#abs-1806-07064

Wei Ping Kainan Peng Jitong Chen ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech. 2018 abs/1807.07281 CoRR http://arxiv.org/abs/1807.07281 db/journals/corr/corr1807.html#abs-1807-07281

Jiaji Huang Yi Li Wei Ping Liang Huang 0001 Large Margin Neural Language Model. 2018 abs/1808.08987 CoRR http://arxiv.org/abs/1808.08987 db/journals/corr/corr1808.html#abs-1808-08987

Wei Ping Alexander Ihler Belief Propagation in Conditional RBMs for Structured Prediction. 1141-1149 2017 AISTATS http://proceedings.mlr.press/v54/ping17a.html conf/aistats/2017 db/conf/aistats/aistats2017.html#PingI17 Andrew Gibiansky Sercan Ömer Arik Gregory Frederick Diamos John Miller 0001 Kainan Peng Wei Ping Jonathan Raiman Yanqi Zhou Deep Voice 2: Multi-Speaker Neural Text-to-Speech. 2962-2970 2017 NIPS https://proceedings.neurips.cc/paper/2017/hash/c59b469d724f7919b7d35514184fdc0f-Abstract.html http://papers.nips.cc/paper/6889-deep-voice-2-multi-speaker-neural-text-to-speech conf/nips/2017 db/conf/nips/nips2017.html#GibianskyADMPPR17

Wei Ping Alexander Ihler Belief Propagation in Conditional RBMs for Structured Prediction. 2017 abs/1703.00986 CoRR http://arxiv.org/abs/1703.00986 db/journals/corr/corr1703.html#PingI17

Sercan Ömer Arik Gregory F. Diamos Andrew Gibiansky John Miller 0001 Kainan Peng Wei Ping Jonathan Raiman Yanqi Zhou Deep Voice 2: Multi-Speaker Neural Text-to-Speech. 2017 abs/1705.08947 CoRR http://arxiv.org/abs/1705.08947 db/journals/corr/corr1705.html#ArikDGMPPRZ17

Wei Ping Qiang Liu 0001 Alexander Ihler Learning Infinite RBMs with Frank-Wolfe. 2017 abs/1710.05270 CoRR http://arxiv.org/abs/1710.05270 db/journals/corr/corr1710.html#abs-1710-05270

Wei Ping Kainan Peng Andrew Gibiansky Sercan Ömer Arik Ajay Kannan Sharan Narang Jonathan Raiman John Miller 0001 Deep Voice 3: 2000-Speaker Neural Text-to-Speech. 2017 abs/1710.07654 CoRR http://arxiv.org/abs/1710.07654 db/journals/corr/corr1710.html#abs-1710-07654

Wenlin Wang Zhe Gan Wenqi Wang 0001 Dinghan Shen Jiaji Huang Wei Ping Sanjeev Satheesh Lawrence Carin Topic Compositional Neural Language Model. 2017 abs/1712.09783 CoRR http://arxiv.org/abs/1712.09783 db/journals/corr/corr1712.html#abs-1712-09783

Wei Ping Learning and Inference in Latent Variable Graphical Models. 2016 University of California, Irvine, USA http://www.escholarship.org/uc/item/7q90z4b5 https://www.base-search.net/Record/51b586a40132449259cd7a4d20b85eb727ed5ce9fc695c8099a8b1c0eca49e6d base-search.net (ftcdlib:qt7q90z4b5) Wei Ping Qiang Liu 0001 Alexander Ihler Learning Infinite RBMs with Frank-Wolfe. 3063-3071 2016 NIPS https://proceedings.neurips.cc/paper/2016/hash/df12ecd077efc8c23881028604dbb8cc-Abstract.html http://papers.nips.cc/paper/6342-learning-infinite-rbms-with-frank-wolfe conf/nips/2016 db/conf/nips/nips2016.html#PingLI16 Wei Ping Qiang Liu 0001 Alexander Ihler Decomposition Bounds for Marginal MAP. 3267-3275 2015 NIPS https://proceedings.neurips.cc/paper/2015/hash/faacbcd5bf1d018912c116bf2783e9a1-Abstract.html http://papers.nips.cc/paper/5700-decomposition-bounds-for-marginal-map conf/nips/2015 db/conf/nips/nips2015.html#PingLI15

Wei Ping Qiang Liu 0001 Alexander Ihler Decomposition Bounds for Marginal MAP. 2015 abs/1511.02619 CoRR http://arxiv.org/abs/1511.02619 db/journals/corr/corr1511.html#PingLI15

Wei Ping Qiang Liu 0001 Alexander Ihler Marginal Structured SVM with Hidden Variables. 190-198 2014 ICML http://proceedings.mlr.press/v32/ping14.html conf/icml/2014 db/conf/icml/icml2014.html#PingLI14

Wei Ping Qiang Liu 0001 Alexander Ihler Marginal Structured SVM with Hidden Variables. 2014 abs/1409.1320 CoRR http://arxiv.org/abs/1409.1320 db/journals/corr/corr1409.html#PingLI14

Ye Xu Furao Shen Wei Ping Jinxi Zhao TAKES: a fast method to select features in the kernel space. 683-692 2011 CIKM https://doi.org/10.1145/2063576.2063677 conf/cikm/2011 db/conf/cikm/cikm2011.html#XuSPZ11 Ye Xu Wei Ping Andrew T. Campbell Multi-instance Metric Learning. 874-883 2011 ICDM https://doi.org/10.1109/ICDM.2011.106 https://doi.ieeecomputersociety.org/10.1109/ICDM.2011.106 conf/icdm/2011 db/conf/icdm/icdm2011.html#XuPC11 Yang Cai Linjun Yang Wei Ping Fei Wang Tao Mei 0001 Xian-Sheng Hua 0001 Shipeng Li 0001 Million-scale near-duplicate video retrieval system. 837-838 2011 ACM Multimedia https://doi.org/10.1145/2072298.2072484 conf/mm/2011 db/conf/mm/mm2011.html#CaiYPWMHL11 Wei Ping Ye Xu Jianyong Wang 0001 Xian-Sheng Hua 0001 FAMER: Making Multi-Instance Learning Better and Faster. 594-605 2011 SDM https://doi.org/10.1137/1.9781611972818.51 conf/sdm/2011 db/conf/sdm/sdm2011.html#PingXWH11 Wei Ping Ye Xu Kexin Ren Chi-Hung Chi Furao Shen Non-I.I.D. Multi-Instance Dimensionality Reduction by Learning a Maximum Bag Margin Subspace. 2010 AAAI https://doi.org/10.1609/aaai.v24i1.7653 conf/aaai/2010 db/conf/aaai/aaai2010.html#PingXRCF10 551-556 Virginia Adams Vatsal Agarwal Ahmed Salah Al-Shati Aya Aljafari Bandar Alshawi Ryan Alturki Nishit Anand Anima Anandkumar Sercan Ö. ArikSercan Ömer Arik Alisson G. Azzolini Rohan Badlani Evelina Bakhturina Jon Barker Akhiad Bercovich Tijmen Blankevoort Hannah Brandon Alexander Bukharin Yang Cai Andrew T. Campbell Lawrence Carin James Case Bryan Catanzaro Kevin Chen-Chuan Chang Prithvijit Chattopadhyay Huayu Chen Jenny Chen Jitong Chen Yang Chen Yangyi Chen Zijia Chen Zhiyu Cheng Chihung ChiChi-Hung Chi Yejin Choi 0001 Jinju Chu Eric Chung Yin Cui Shuqi Dai Wenliang Dai Ambrish Dantrey Jenna Diamond Gregory Frederick DiamosGregory F. Diamos Yifan Ding 0002 Yi Dong 0003 Ramani Duraiswami Linxi Fan Francesco Ferroni Pascale Fung Zhe Gan Sreyan Ghosh Andrew Gibiansky Boris Ginsburg Igor Gitman Arushi Goel Tom Goldstein Chengyue Gong Rama Govindaraju Jinwei Gu Siddharth Gururani William L. Hamilton Seungju Han 0002 Song Han 0003 Imad El Hanafi Zekun Hao Ali Hatamizadeh Jiafan He Xian-Sheng Hua 0001 De-An Huang Jiaji Huang Jie Huang 0009 Liang Huang 0001 Jacob Samuel Huffman Alexander Ihler Pooya Jannaty Kaousheik Jayakumar Dongfu Jiang Wei Jiang Jingyi Jin Brendan Johnson Ajay Kannan Neel Kant Bilal Kartal Jan Kautz Fazlullah Khan Rizwan Khan Jaehyeon Kim Sungwon Kim 0001 Zhifeng Kong Lasha Koroshinadze Vijay Anand KorthikantiVijay Korthikanti Oleksii Kuchaiev Sonal Kumar George Kurian Grace Lam Shiyi Lan Adrian Lancucki Elena Lantz Chankyu Lee Nayeon Lee Sang-gil Lee Bo Li 0026 Jiazhao Li Shipeng Li 0001 Xuan Li 0015 Yi Li Zhaoshuo Li Ji Lin 0002 Jimmy Lin Sheng-Chieh Lin Tsung-Yi Lin Yen-Chen Lin Alexander H. Liu Ming-Yu Liu 0001 Qiang Liu 0001 Xingchao Liu Zihan Liu 0001 Ximing Lu Yao Lu 0006 Alice Luo Chenjie Luo Katie Lyons Ameya MahabaleshwarkarAmeya Sunil Mahabaleshwarkar Dinesh Manocha Huizi Mao Andrew Mathau Lawrence McAfee Tao Mei 0001 John Miller 0001 Pavlo Molchanov 0001 Sharan Narang Yun Ni Weili Nie Oluwatobi Olabiyi Jihyun Park Kinjal Patel Mostofa Patwary Lindsey Pavao Kainan Peng Renjie Pi Shrimai Prabhumoye Ryan PrengerRyan J. Prenger Sweta Priyadarshi Raul Puri Jonathan Raiman Kexin Ren Tuomas Rintamaki David W. Romero Rajarshi Roy 0003 Oleg Rybakov Devendra Singh Sachan S. Sakshi Sashank Santhanam João Felipe Santos Karan Sapra Sanjeev Satheesh Ido Shahaf Dinghan Shen Furao Shen Kevin J. Shih Mohammad Shoeybi Abhinav Shrivastava Kechen Shu Shi Shuyu Mikhail SmelyanskiyMisha Smelyanskiy Shuran Song Zhao Song 0001 Sharath Turuvekere Sreenivas Dusan Stosic Sandeep Subramanian Yoshi Suhara Qihang Sun Nima Tajbakhsh Xu Tang 0004 Andrew Tao Lyne Tchapmi Asma Kuriparambil Thekkumpate Jinchuan Tian Rafael Valle Aditya Vavre Suguna Varshini Velury V. G. Vinod Vydiswaran Andrew Z. Wang Bo Wang 0016 Boxin Wang Fei Wang Haoxiang Wang Jianyong Wang 0001 Jiongxiao Wang Qi Wang Wenlin Wang Wenqi Wang 0001 Xiang Wang Shinji Watanabe 0001 Fangyin Wei Si Wen Di Wu Lemeng Wu Shutong Wu Xianchao Wu Zhuofeng Wu 0001 Chaowei Xiao Ouyang Xiaoyi Jingyu Xin Meng Xin Chejian Xu Dan Xu 0002 Jiashu Xu Mengyao Xu Mengyuan Xu Peng Xu 0008 Yao Xu Ye Xu Yue Yan Chao-Han Huck Yang Linjun Yang Xiaodong Yang 0001 Yuqun Yang Zhuolin Yang Zhuoling Yang Hanrong Ye Hongxu Yin Sungroh Yoon Jiaxuan You Zheng You Chen-Han Yu Yue Yu 0009 Zhiding Yu Xiaohui Zeng Chao Zhang Ni Zhang Shujian Zhang Zhe Zhang Jinxi Zhao Kexin Zhao Yanqi Zhou Chen Zhu 0001 Yuke Zhu