Sheng Shen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
53
Venues
22
Active years
2001–2026
Best venue rank
A*
Where they publish
- A*EMNLP5 papers
- A*ICLR5 papers
- A*ICML5 papers
- A*AAAI4 papers
- A*ACL4 papers
- ANAACL4 papers
- A*MOBICOM4 papers
- CKSEM3 papers
- A*IJCAI3 papers
- CICA3PP2 papers
- NationalNSDI2 papers
- AMobisys2 papers
- A*NDSS1 paper
- BVTC1 paper
- AWACV1 paper
- A*ICCV1 paper
- A*KDD1 paper
- CQRS1 paper
- BNSS1 paper
- A*WWW1 paper
- A*SIGCOMM1 paper
- NationalHOTI1 paper
Papers
53 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method. | Chi Liu, Jincheng Liu, Congcong Zhu, Minghao Wang, Sheng Shen, Jia Gu, Tianqing Zhu, Wanlei Zhou |
| 2025 | EMNLP | BTS: Harmonizing Specialized Experts into a Generalist LLM. | Qizhen Zhang, Prajjwal Bhargava, Chloe Bi, Chris X. Cai, Jakob Nicolaus Foerster, Jeremy Fu, Punit Singh Koura, Ruan Silva, Sheng Shen, Emily Dinan, Suchin Gururangan, Mike Lewis |
| 2025 | KSEM | Robust AI-Synthesized Image Detection via Multi-feature Frequency-Aware Learning. | Hongfei Cai, Chi Liu, Sheng Shen, Youyang Qu, Peng Gui |
| 2025 | KSEM | Can LLMs Assist Computer Education? An Empirical Case Study of DeepSeek. | Dongfu Xiao, Chen Gao, Zhengquan Luo, Chi Liu, Sheng Shen |
| 2025 | KSEM | Enhancing Fundus Image-Based Glaucoma Screening via Dynamic Global-Local Feature Integration. | Yuzhuo Zhou, Chi Liu, Sheng Shen, Siyu Le, Liwen Yu, Sihan Ouyang, Zongyuan Ge |
| 2025 | NDSS | Reinforcement Unlearning. | Dayong Ye, Tianqing Zhu, Congcong Zhu, Derui Wang, Kun Gao, Zewei Shi, Sheng Shen, Wanlei Zhou, Minhui Xue |
| 2024 | ACL | LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement. | Nicholas Lee, Thanakul Wattanawong, Sehoon Kim, Karttikeya Mangalam, Sheng Shen, Gopala Anumanchipalli, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2024 | ACL | Aligning Large Multimodal Models with Factually Augmented RLHF. | Zhiqing Sun, Sheng Shen, Shengcao Cao, Haotian Liu, Chunyuan Li, Yikang Shen, Chuang Gan, Liangyan Gui, Yu-Xiong Wang, Yiming Yang, Kurt Keutzer, Trevor Darrell |
| 2024 | ICLR | AgentBench: Evaluating LLMs as Agents. | Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang |
| 2024 | ICLR | Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models. | Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou |
| 2024 | ICML | SqueezeLLM: Dense-and-Sparse Quantization. | Sehoon Kim, Coleman Hooper, Amir Gholami, Zhen Dong, Xiuyu Li, Sheng Shen, Michael W. Mahoney, Kurt Keutzer |
| 2024 | IJCAI | Efficient Screen Content Image Compression via Superpixel-based Content Aggregation and Dynamic Feature Fusion. | Sheng Shen, Huanjing Yue, Jingyu Yang |
| 2024 | VTC | Federated Multi-Agent Reinforcement Learning for Heterogeneous Action Spaces. | Sheng Shen, Teng Joon Lim |
| 2024 | WACV | Multitask Vision-Language Prompt Tuning. | Sheng Shen, Shijia Yang, Tianjun Zhang, Bohan Zhai, Joseph E. Gonzalez, Kurt Keutzer, Trevor Darrell |
| 2023 | ACL | Crosslingual Generalization through Multitask Finetuning. | Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M. Saiful Bari, Sheng Shen, Zheng Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel |
| 2023 | EMNLP | Scaling Vision-Language Models with Sparse Mixture of Experts. | Sheng Shen, Zhewei Yao, Chunyuan Li, Trevor Darrell, Kurt Keutzer, Yuxiong He |
| 2023 | ICCV | Dec-Adapter: Exploring Efficient Decoder-Side Adapter for Bridging Screen Content and Natural Image Compression. | Sheng Shen, Huanjing Yue, Jingyu Yang |
| 2023 | ICML | Poisoning Language Models During Instruction Tuning. | Alexander Wan, Eric Wallace, Sheng Shen, Dan Klein |
| 2023 | IJCAI | Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation. | Chi Liu, Tianqing Zhu, Sheng Shen, Wanlei Zhou |
| 2022 | EMNLP | What Language Model to Train if You Have One Million GPU Hours? | Teven Le Scao, Thomas Wang, Daniel Hesslow, Lucile Saulnier, Stas Bekman, M. Saiful Bari, Stella Biderman, Hady Elsahar, Niklas Muennighoff, Jason Phang, Ofir Press, Colin Raffel, Victor Sanh, Sheng Shen, Lintang Sutawika, Jaesung Tae, Zheng Xin Yong, Julien Launay, Iz Beltagy |
| 2022 | ICLR | Multitask Prompted Training Enables Zero-Shot Task Generalization. | Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Arun Raja, Manan Dey, M Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal V. Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Fvry, Jason Alan Fries, Ryan Teehan, Teven Le Scao, Stella Biderman, Leo Gao, Thomas Wolf, Alexander M. Rush |
| 2022 | ICLR | How Much Can CLIP Benefit Vision-and-Language Tasks? | Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer |
| 2022 | ICML | Staged Training for Transformer Language Models. | Sheng Shen, Pete Walsh, Kurt Keutzer, Jesse Dodge, Matthew E. Peters, Iz Beltagy |
| 2022 | KDD | Learned Token Pruning for Transformers. | Sehoon Kim, Sheng Shen, David Thorsley, Amir Gholami, Woosuk Kwon, Joseph Hassoun, Kurt Keutzer |
| 2022 | NAACL | Exposing the Limits of Video-Text Models through Contrast Sets. | Jae Sung Park, Sheng Shen, Ali Farhadi, Trevor Darrell, Yejin Choi, Anna Rohrbach |
| 2021 | AAAI | ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning. | Zhewei Yao, Amir Gholami, Sheng Shen, Mustafa Mustafa, Kurt Keutzer, Michael W. Mahoney |
| 2021 | ACL | Reservoir Transformers. | Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela |
| 2021 | EMNLP | What's Hidden in a One-layer Randomly Weighted Transformer? | Sheng Shen, Zhewei Yao, Douwe Kiela, Kurt Keutzer, Michael W. Mahoney |
| 2021 | ICLR | Discovering Non-monotonic Autoregressive Orderings with Variational Inference. | Xuanlin Li, Brandon Trabucco, Dong Huk Park, Michael Luo, Sheng Shen, Trevor Darrell, Yang Gao |
| 2021 | NAACL | Noisy Self-Knowledge Distillation for Text Summarization. | Yang Liu, Sheng Shen, Mirella Lapata |
| 2021 | QRS | Electronic Medical Record classification method based on LSTM of text word features dimensionality reduction. | Xiaosheng Yu, Sheng Shen, Peng Chen, Zhongtu Liu |
| 2020 | AAAI | Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. | Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer |
| 2020 | AAAI | On the Generation of Medical Question-Answer Pairs. | Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan |
| 2020 | EMNLP | MAF: Multimodal Alignment Framework for Weakly-Supervised Phrase Grounding. | Qinxin Wang, Hao Tan, Sheng Shen, Michael W. Mahoney, Zhewei Yao |
| 2020 | ICML | Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers. | Zhuohan Li, Eric Wallace, Sheng Shen, Kevin Lin, Kurt Keutzer, Dan Klein, Joey Gonzalez |
| 2020 | ICML | PowerNorm: Rethinking Batch Normalization in Transformers. | Sheng Shen, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer |
| 2020 | IJCAI | Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract). | Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu |
| 2020 | MOBICOM | Voice localization using nearby wall reflections. | Sheng Shen, Daguan Chen, Yu-Lin Wei, Zhijian Yang, Romit Roy Choudhury |
| 2020 | MOBICOM | Ear-AR: indoor acoustic augmented reality on earphones. | Zhijian Yang, Yu-Lin Wei, Sheng Shen, Romit Roy Choudhury |
| 2020 | NSS | Model Poisoning Defense on Federated Learning: A Validation Based Approach. | Yuao Wang, Tianqing Zhu, Wenhan Chang, Sheng Shen, Wei Ren |
| 2019 | ICA3PP | Simultaneously Advising via Differential Privacy in Cloud Servers Environment. | Sheng Shen, Tianqing Zhu, Dayong Ye, Mengmeng Yang, Tingting Liao, Wanlei Zhou |
| 2019 | ICA3PP | Differential Privacy Preservation for Smart Meter Systems. | Junfang Wu, Weizhong Qiang, Tianqing Zhu, Hai Jin, Peng Xu, Sheng Shen |
| 2019 | NAACL | An annotated dataset of literary entities. | David Bamman, Sejal Popat, Sheng Shen |
| 2019 | NAACL | Pragmatically Informative Text Generation. | Sheng Shen, Daniel Fried, Jacob Andreas, Dan Klein |
| 2019 | WWW | Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. | Zhenpeng Chen, Sheng Shen, Ziniu Hu, Xuan Lu, Qiaozhu Mei, Xuanzhe Liu |
| 2018 | MOBICOM | Closing the Gaps in Inertial Motion Tracking. | Sheng Shen, Mahanth Gowda, Romit Roy Choudhury |
| 2018 | MOBICOM | Poster: Networked Acoustics Around Human Ears. | Sheng Shen, Nirupam Roy, Junfeng Guan, Haitham Hassanieh, Romit Roy Choudhury |
| 2018 | NSDI | Inaudible Voice Commands: The Long-Range Attack and Defense. | Nirupam Roy, Sheng Shen, Haitham Hassanieh, Romit Roy Choudhury |
| 2018 | SIGCOMM | MUTE: bringing IoT to noise cancellation. | Sheng Shen, Nirupam Roy, Junfeng Guan, Haitham Hassanieh, Romit Roy Choudhury |
| 2017 | NSDI | Bringing IoT to Sports Analytics. | Mahanth Gowda, Ashutosh Dhekne, Sheng Shen, Romit Roy Choudhury, Lei Yang, Suresh Golwalkar, Alexander Essanian |
| 2016 | Mobisys | I am a Smartwatch and I can Track my User's Arm. | Sheng Shen, He Wang, Romit Roy Choudhury |
| 2015 | Mobisys | Matching Physical Sites with Web Sites for Semantic Localization. | Rufeng Meng, Sheng Shen, Romit Roy Choudhury, Srihari Nelakuditi |
| 2001 | HOTI | A family of ASIC devices for next generation distributed packet switches with QoS support for IP and ATM. | Fabio M. Chiussi, Alberto Brizio, Andrea Francini, Kevin Grant, Khurram Kazi, Denis A. Khotimsky, Santosh Krishnan, Sheng Shen, Mohammad Syed, Thomas Wasilewski |