| 2026 | AAAI | DigimonGPT: An Evolvable Agent with Hierarchical Human-like Memory for Video Question Answering. | Borui Li, Xingcai Zhang, Tianen Liu, Shuai Wang, Yun Cheng, Shuai Wang |
| 2025 | ICML | Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs? | Simon Park, Abhishek Panigrahi, Yun Cheng, Dingli Yu, Anirudh Goyal, Sanjeev Arora |
| 2024 | AAAI | LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition. | Youbing Hu, Yun Cheng, Anqi Lu, Zhiqiang Cao, Dawei Wei, Jie Liu, Zhijun Li |
| 2024 | ICLR | Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications. | Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Russ Salakhutdinov |
| 2024 | IJCAI | ESP-PCT: Enhanced VR Semantic Performance through Efficient Compression of Temporal and Spatial Redundancies in Point Cloud Transformers. | Luoyu Mei, Shuai Wang, Yun Cheng, Ruofeng Liu, Zhimeng Yin, Wenchao Jiang, Shuai Wang, Wei Gong |
| 2023 | ICMI | Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. | Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency |
| 2021 | CSCWD | Perception of Students' Learning Experience on An Online Course Designed by APT Model during COVID-19 Outbreak. | Yanli Wang, Yun Cheng, Jiarui Yang |
| 2021 | DCOSS | Transferable Models to Understand the Impact of Lockdown Measures on Local Air Quality. | Johanna Einsiedler, Yun Cheng, Franz Papst, Olga Saukh |
| 2021 | DCOSS | Towards On-demand Gas Sensing. | Markus-Philipp Gherman, Yun Cheng, Andres Gomez, Olga Saukh |
| 2021 | PLDI | AKG: automatic kernel generation for neural processing units using polyhedral transformations. | Jie Zhao, Bojie Li, Wang Nie, Zhen Geng, Renwei Zhang, Xiong Gao, Bin Cheng, Chen Wu, Yun Cheng, Zheng Li, Peng Di, Kun Zhang, Xuefeng Jin |
| 2021 | SECON | Compensating Altered Sensitivity of Duty-Cycled MOX Gas Sensors with Machine Learning. | Markus-Philipp Gherman, Yun Cheng, Andres Gomez, Olga Saukh |
| 2020 | CVPR | Adaptive Loss-Aware Quantization for Multi-Bit Networks. | Zhongnan Qu, Zimu Zhou, Yun Cheng, Lothar Thiele |
| 2020 | HPCC | Health Status Assessment for Equalizing Reservoir Control System based on HIs and BP Network. | Dianzhu Gao, Jun Peng, Shengnan Wang, Yijun Cheng, Yingze Yang, Yun Cheng, Yao Lu, Xiaoyong Zhang |
| 2020 | ICDE | Spatial Transition Learning on Road Networks with Deep Probabilistic Models. | Xiucheng Li, Gao Cong, Yun Cheng |
| 2019 | IGARSS | Researth on the Detection Method of Antarctic Ice Sheet Freezing and Thawing Based on Gee and Sentinel-1 Data. | Yun Cheng, Lu Zhang, Huiqian Chen, Bing Sun |
| 2019 | WWW | Learning Travel Time Distributions with Deep Generative Model. | Xiucheng Li, Gao Cong, Aixin Sun, Yun Cheng |
| 2017 | KDD | Discovering Pollution Sources and Propagation Patterns in Urban Area. | Xiucheng Li, Yun Cheng, Gao Cong, Lisi Chen |
| 2017 | VTS | Flip-flop clustering based trace signal selection for post-silicon debug. | Yun Cheng, Huawei Li, Ying Wang, Yingke Gao, Bo Liu, Xiaowei Li |
| 2016 | SENSYS | Tackling the Redundancy and Sparsity in Crowd Sensing Applications. | Chuishi Meng, Houping Xiao, Lu Su, Yun Cheng |
| 2015 | SENSYS | Truth Discovery on Crowd Sensing of Correlated Entities. | Chuishi Meng, Wenjun Jiang, Yaliang Li, Jing Gao, Lu Su, Hu Ding, Yun Cheng |
| 2015 | SECON | QiLoc: A Qi wireless charging based system for robust user-initiated indoor location services. | Yilong Li, Yu Wang, Yun Cheng, Xiucheng Li, Guoliang Xing |
| 2014 | ICONIP | Fine-Grained Air Quality Monitoring Based on Gaussian Process Regression. | Yun Cheng, Xiucheng Li, Zhijun Li, Shouxu Jiang, Xiaofan Jiang |
| 2014 | SENSYS | AirCloud: a cloud-based air-quality monitoring system for everyone. | Yun Cheng, Xiucheng Li, Zhijun Li, Shouxu Jiang, Yilong Li, Ji Jia, Xiaofan Jiang |
| 2014 | SENSYS | QiLoc - a Qi-wireless based platform for robust user-initiated indoor location services: demo abstract. | Yilong Li, Yun Cheng, Xiucheng Li, Yu Wang, Guoliang Xing, Xiaofan Jiang |
| 2013 | VCIP | Saliency detection by adaptive clustering. | Hai Cao, Shaozi Li, Songzhi Su, Yun Cheng, Rongrong Ji |
| 2013 | VCIP | Decomposed human localization in personal photo albums. | Bing Shuai, Songzhi Su, Shaozi Li, Yun Cheng, Rongrong Ji |
| 2013 | WISE | A Framework for Processing Uncertain RFID Data in Supply Chain Management. | Dong Xie, Quan Z. Sheng, Jiangang Ma, Yun Cheng, Yongrui Qin, Rui Zeng |
| 2012 | SENSYS | Accurate real-time occupant energy-footprinting in commercial buildings. | Yun Cheng, Kaifei Chen, Ben Zhang, Chieh-Jan Mike Liang, Xiaofan Jiang, Feng Zhao |
| 2008 | ISKE | A fast mode decision algorithm of 4x4 block intra prediction for H.264/AVC. | Yun Cheng, Min Wu |
| 2008 | ISKE | The application of chaos genetic algorithm in the pid parameter optimization. | Tiebin Wu, Yun Cheng, Jiafan Tan, Taoyun Zhou |
| 2008 | ISKE | Image mosaic algorithm based on similar curve. | Ling Yang, Yun Cheng, Zhou Yue, Taoyun Zhou |
| 2008 | ISKE | The guidance system of anti-radiation aircraft. | Taoyun Zhou, Yun Cheng, Yi Zhang |
| 2005 | CIARP | A Fast Motion Estimation Algorithm Based on Diamond and Simplified Square Search Patterns. | Yun Cheng, Kui Dai, Zhiying Wang, Jianjun Guo |
| 2005 | CSCWD | Research on intra modes for inter-frame coding in H.264. | Yun Cheng, Zhiying Wang, Jianjun Guo, Kui Dai |
| 2005 | IBPRIA | A Fast Motion Estimation Algorithm Based on Diamond and Triangle Search Patterns. | Yun Cheng, Zhiying Wang, Kui Dai, Jianjun Guo |
| 2004 | ISPA | A Case of SCMP with TLS. | Jianzhuang Lu, Chunyuan Zhang, Zhiying Wang, Yun Cheng, Dan Wu |