| 2026 | ACL | AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following. | Yun He, Wenzhe Li, Hejia Zhang, Songlin Li, Karishma Mandyam, Sopan Khosla, Yuanhao Xiong, Nanshu Wang, Xiaoliang Peng, Beibin Li, Shengjie Bi, Shishir G. Patil, Qi Qi, Shengyu Feng, Julian Katz-Samuels, Richard Yuanzhe Pang, Sujan Kumar Gonugondla, Hunter Lang, Yue Yu, Yundi Qian, Maryam Fazel-Zarandi, Licheng Yu, Amine Benhalloum, Hany Hassan Awadalla, Manaal Faruqui |
| 2025 | AIED | Exploring Generative AI in Learning: Neurodivergent and Disabled Students' Voices in Higher Education. | Yun He, Elaine Chen, Richard Fletcher |
| 2025 | ICML | Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization. | Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang |
| 2024 | HCI | Co-creation Cultural Tourism Game Design Based on Scene Theory. | Ziyun Lin, Zhongqing Yao, Zhiquan Zeng, Yun He |
| 2024 | IGARSS | Remote Sensing Monitoring of Water and Wetland on GFDM-1 Satellite Images. | Yun He, Lirong Liu, Shucheng You, Xinglin Mu, Tao Zhang, Aixia Liu, Xu Han |
| 2024 | IGARSS | Intelligent Extraction of Erosion Gully from Satellite Images in Northeast China. | Lirong Liu, Yun He, Zhengyu Luo, Yuhang Gan, Shucheng You, Ke Liu, Lei Du |
| 2023 | ACL | PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts. | Xiangjue Dong, Yun He, Ziwei Zhu, James Caverlee |
| 2023 | CVPR | Grad-PU: Arbitrary-Scale Point Cloud Upsampling via Gradient Descent with Learned Distance Functions. | Yun He, Danhang Tang, Yinda Zhang, Xiangyang Xue, Yanwei Fu |
| 2022 | CVPR | Density-preserving Deep Point Cloud Compression. | Yun He, Xinlin Ren, Danhang Tang, Yinda Zhang, Xiangyang Xue, Yanwei Fu |
| 2022 | ICML | HyperPrompt: Prompt-based Task-Conditioning of Transformers. | Yun He, Huaixiu Steven Zheng, Yi Tay, Jai Prakash Gupta, Yu Du, Vamsi Aribandi, Zhe Zhao, YaGuang Li, Zhao Chen, Donald Metzler, Heng-Tze Cheng, Ed H. Chi |
| 2022 | IGARSS | A Practical Method for Surface Water High-Precision and Fast Extraction Nationwide Based on High-Resolution Satellite Images. | Lei Du, Xinglin Mu, Zhengyu Luo, Zhongwu Wang, Ke Liu, Yun He, Shucheng You, Yuhang Gan |
| 2022 | WWW | MetaBalance: Improving Multi-Task Recommendations via Adapting Gradient Magnitudes of Auxiliary Tasks. | Yun He, Xue Feng, Cheng Cheng, Geng Ji, Yunsong Guo, James Caverlee |
| 2022 | TrustCom | EnShare: Sharing Files Securely and Efficiently in the Cloud using Enclave. | Yun He, Xiaoqi Jia, Shengzhi Zhang, Lou Chitkushev |
| 2021 | KDD | Popularity Bias in Dynamic Recommendation. | Ziwei Zhu, Yun He, Xing Zhao, James Caverlee |
| 2021 | VCIP | Entropy-based Deep Product Quantization for Visual Search and Deep Feature Compression. | Benben Niu, Ziwei Wei, Yun He |
| 2021 | WSDM | Popularity-Opportunity Bias in Collaborative Filtering. | Ziwei Zhu, Yun He, Xing Zhao, Yin Zhang, Jianling Wang, James Caverlee |
| 2020 | EMNLP | PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge. | Yun He, Zhuoer Wang, Yin Zhang, Ruihong Huang, James Caverlee |
| 2020 | EMNLP | Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition. | Yun He, Ziwei Zhu, Yin Zhang, Qin Chen, James Caverlee |
| 2020 | ICICS | PiDicators: An Efficient Artifact to Detect Various VMs. | Qingjia Huang, Haiming Li, Yun He, Jianwei Tai, Xiaoqi Jia |
| 2020 | IGARSS | Monitoring Mangrove Changes in Tongming Bay of China Using Multi-Temporal Satellite Remote Sensing Imagery. | Tao Zhang, Yun He, Yuhang Gan, Rui Zhang, Shucheng You |
| 2020 | IGARSS | Construction and Application of a Post-Quake House Damage Model Based on Multiscale Self-Adaptive Fusion of Spectral Textures Images. | Rui Zhang, Yi Zhou, Shixin Wang, Futao Wang, Tao Zhang, Yun He, Shucheng You |
| 2020 | IGARSS | Remote Sensing Monitoring of Mangrove Variation in Jiulong River Estuary of Fujian From 1978 to 2018. | Yun He, Tao Zhang, Shucheng You, Zhengyu Luo, Xiang Zhang, Rui Zhang |
| 2020 | RAID | EnclavePDP: A General Framework to Verify Data Integrity in Cloud Using Intel SGX. | Yun He, Yihua Xu, Xiaoqi Jia, Shengzhi Zhang, Peng Liu, Shuai Chang |
| 2020 | RecSys | Content-Collaborative Disentanglement Representation Learning for Enhanced Recommendation. | Yin Zhang, Ziwei Zhu, Yun He, James Caverlee |
| 2020 | RecSys | Unbiased Implicit Recommendation and Propensity Estimation via Combinational Joint Learning. | Ziwei Zhu, Yun He, Yin Zhang, James Caverlee |
| 2020 | WWW | Adaptive Hierarchical Translation-based Sequential Recommendation. | Yin Zhang, Yun He, Jianling Wang, James Caverlee |
| 2020 | WSDM | Consistency-Aware Recommendation for User-Generated Item List Continuation. | Yun He, Yin Zhang, Weiwen Liu, James Caverlee |
| 2019 | CIKM | A Hierarchical Self-Attentive Model for Recommending User-Generated Item Lists. | Yun He, Jianling Wang, Wei Niu, James Caverlee |
| 2019 | IJCNN | Self-Attention based Network For Medical Query Expansion. | Su Chen, Qinmin Vivian Hu, Yang Song, Yun He, Huaying Wu, Liang He |
| 2019 | KSEM | Multi-view Locality Preserving Embedding with View Consistent Constraint for Dimension Reduction. | Yun He, Weiling Cai, Ming Yang, Fengyi Song |
| 2019 | PCS | An Efficient Probability Estimation Design for Logarithmic Binary Arithmetic Coding. | Benben Niu, Xiaoran Cao, Liqiang Wang, Ziwei Wei, Quanhe Yu, Jianhua Zheng, Yun He |
| 2019 | PCS | Derived Tree Block Partition for AVS3 Intra Coding. | Liqiang Wang, Xiaoran Cao, Benben Niu, Quanhe Yu, Jianhua Zheng, Yun He |
| 2018 | APCC | Double window spectrogram difference method: A blind estimation of frequency-hopping signal for battlefield communication environment. | Yun He, Yang Su, Yuan Chen, Yao Yu, Xiaolong Yang |
| 2018 | CLUSTER | Large-Scale System Monitoring Experiences and Recommendations. | Ville Ahlgren, Stefan Andersson, Jim M. Brandt, Nicholas Cardo, Sudheer Chunduri, Jeremy Enos, Parks Fields, Ann C. Gentile, Richard Gerber, Michael Gienger, Joe Greenseid, Annette Greiner, Bilel Hadri, Yun He, Dennis Hoppe, Urpo Kaila, Kaki Kelly, Mark Klein, Alex Kristiansen, Stephen Leak, Mike Mason, Kevin T. Pedretti, Jean-Guillaume Piccinali, Jason Repik, Jim Rogers, Susanna Salminen, Mike Showerman, Cary Whitney, Jim Williams |
| 2018 | ICDM | Pseudo-Implicit Feedback for Alleviating Data Sparsity in Top-K Recommendation. | Yun He, Haochen Chen, Ziwei Zhu, James Caverlee |
| 2018 | PCS | Effective Inter Transform Method Based on QTBT Structure for Future Video Coding. | Liqiang Wang, Benben Niu, Yun He |
| 2016 | ECCV | Human Action Recognition Without Human. | Yun He, Soma Shirakabe, Yutaka Satoh, Hirokatsu Kataoka |
| 2016 | ECCV | Motion Representation with Acceleration Images. | Hirokatsu Kataoka, Yun He, Soma Shirakabe, Yutaka Satoh |
| 2016 | ECIR | Estimating Probability Density of Content Types for Promoting Medical Records Search. | Yun He, Qinmin Hu, Yang Song, Liang He |
| 2016 | ICORES | A Mass-flow based MILP Formulation for the Inventory Routing with Explicit Energy Consumption. | Yun He, Cyril Briand, Nicolas Jozefowiez |
| 2016 | ICORES | Inventory Routing with Explicit Energy Consumption: A Mass-Flow Formulation and First Experimentation. | Yun He, Cyril Briand, Nicolas Jozefowiez |
| 2016 | IDEAL | A Density-Based Clustering Algorithm with Sampling for Travel Behavior Analysis. | Wang Tang, Dechang Pi, Yun He |
| 2015 | ICIP | High-throughput and low-complexity binary arithmetic decoder based on logarithmic domain. | Quanhe Yu, Xiaozhen Zheng, Jianhua Zheng, Yun He, Wei Yu, Dadong Wang, Junyou Chen, Yangyang Xu |
| 2015 | Interact | Experiencing the Elements - User Study with Natural Material Probes. | Jonna Hkkil, Yun He, Ashley Colley |
| 2015 | PCS | A new efficient bypass coding scheme based on logarithmic domain. | Quanhe Yu, Xiaozhen Zheng, Jianhua Zheng, Yun He, Wei Yu, Dadong Wang, Junyou Chen, Yangyang Xu |
| 2014 | ICIP | Singular vector decomposition based adaptive transform for motion compensation residuals. | Xiaoran Cao, Yun He |
| 2014 | TEI | City landmark as an interactive installation: experiences with stone, water and public space. | Jonna Hkkil, Olli Koskenranta, Maaret Posti, Yun He |
| 2013 | ICIP | Framework of AVS2-video coding. | Zhichu He, Lu Yu, Xiaozhen Zheng, Siwei Ma, Yun He |
| 2013 | ICIP | Overview and performance analysis of AVS mobility features. | Xiaozhen Zheng, Jianhua Zheng, Yaocheng Rong, Quanhe Yu, Da An, Xin Tong, Yun He |
| 2013 | MUM | Jogging in a virtual city. | Jonna Hkkil, Leena Vent-Olkkonen, Henglin Shi, Ville Karvonen, Yun He, Mikko Hyrynen |
| 2012 | PCS | Short distance intra coding scheme for HEVC. | Xiaoran Cao, Changcai Lai, Yunfei Wang, Yun He |
| 2012 | PCS | A prediction-transformation-combined intra picture coding method. | Yunfei Wang, Xiaoran Cao, Shao Li, Yun He |
| 2012 | PCS | Non-square quadtree transform structure for HEVC. | Yuan Yuan, Xiaozhen Zheng, Lingzhi Liu, Xiaoran Cao, Yun He |
| 2010 | ISCAS | A VLSI architecture of cost calculation and all-zero block detection for fractional motion estimation. | Bingqiang Zhu, Da An, Yaocheng Rong, Yun He |
| 2010 | PCS | A sub-pixel virtual view synthesis method for multiple view synthesis. | Xin Tong, Ping Yang, Xiaozhen Zheng, Jianhua Zheng, Yun He |
| 2009 | PCS | A novel fast DCT coefficient scan architecture. | Da An, Xin Tong, Bingqiang Zhu, Yun He |
| 2008 | ICIP | Fast disparity motion estimation in MVC based on range prediction. | Xiaozhong Xu, Yun He |
| 2007 | ISCAS | Memory Cache Based Motion Compensation Architecture for HDTV H.264/AVC Decoder. | Yu Li, Yanmei Qu, Yun He |
| 2005 | CCGRID | Search and index in locality-based clustering overlay. | Yun He, Jianzhong Zhang, Xiaoguang Niu, Qi Zhao |
| 2005 | NPC | Topology-Aware Multi-cluster Architecture Based on Efficient Index Techniques. | Yun He, Qi Zhao, Jianzhong Zhang, Gongyi Wu |
| 2004 | ISCAS | An adaptive macroblock-group coding algorithm for progressive and interlaced video. | Guoping Li, Yun He |
| 2004 | ISCAS | A novel rate control for H.264. | Jianfeng Xu, Yun He |
| 2003 | ISCAS | A fragile watermark error detection scheme for JVT. | Peng Zhou, Yun He |
| 2002 | ISCAS | PPFPS - a paraboloid prediction based fractional pixel search strategy for H.26L. | Zhibo Chen, Cheng Du, Jinghua Wang, Yun He |
| 2002 | ISCAS | A single-chip real-time programmable video signal processor. | Lingfeng Li, Danian Gong, Yun He |
| 2002 | SC | MPI and OpenMP paradigms on cluster of SMP architectures: the vacancy tracking algorithm for multi-dimensional array transposition. | Yun He, Chris H. Q. Ding |
| 2001 | SC | A ghost cell expansion method for reducing communications in solving PDE problems. | Chris H. Q. Ding, Yun He |
| 2001 | VCIP | New cost-effective VLSI implementation of 2D discrete cosine transform and its inverse. | Danian Gong, Yun He |
| 2001 | VCIP | New programmable video signal processor for motion estimation and motion compensation. | Danian Gong, Yun He |
| 2001 | VCIP | New real-time algorithm for multiview disparity-based 3D-object segmentation. | Yuecheng Zhang, Yun He |
| 2000 | ISCAS | An efficient architecture for real-time content-based arithmetic coding. | Danian Gong, Yun He |
| 2000 | ICS | Using accurate arithmetics to improve numerical reproducibility and stability in parallel applications. | Yun He, Chris H. Q. Ding |
| 2000 | VCIP | Comparative study of motion estimation for low-bit-rate video coding. | Cheng Du, Yun He |
| 2000 | VCIP | Computation complexity analysis and VLSI architectures of shape coding for MPEG-4. | Danian Gong, Yun He |
| 1999 | SC | Data Organization and I/O in a Parallel Ocean Circulation Model. | Chris H. Q. Ding, Yun He |