| 2026 | AAAI | Spatio-Temporal Hierarchical Causal Models. | Xintong Li, Haoran Zhang, Xiao Zhou |
| 2026 | ACL | Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation. | Xiaoqian Liu, Zhengkun Ge, Jianjin Wang, Haoran Zhang, Yuan Ge, Kaiyan Chang, Chen Xu, Tong Xiao, Zhengtao Yu, Linfeng Zhang, JingBo Zhu |
| 2026 | ACL | ToMELP: A Theory-of-Mind Benchmark for Route-Controlled Persuasion under the Elaboration Likelihood Model. | Ruirui Wang, Haoran Zhang, Tian Lan, Zehua Duo, Jiang Li, Guanglai Gao, Xiangdong Su |
| 2026 | ICPR | Weakly Supervised Spatial Downscaling via Constrained Inference and Variational Priors. | Dou Huang, Haoran Zhang, Peiran Li, Ryosuke Shibasaki |
| 2026 | NSDI | Come Hell or Still Water: Alleviating Tail Latency in Cloud Block Store. | Chaolei Hu, Kun Qian, Erci Xu, Yifan Shen, Haoran Zhang, Xue Li, Yuesheng Gu, Lingjun Zhu, Fengyuan Ren, Ennan Zhai |
| 2026 | WWW | Click-to-Ask: An AI Live Streaming Assistant with Offline Copywriting and Online Interactive QA. | Ruizhi Yu, Keyang Zhong, Peng Liu, Qi Wu, Haoran Zhang, Yanhao Zhang, Chen Chen, Haonan Lu |
| 2025 | AAAI | SSAN: A Symbol Spatial-Aware Network for Handwritten Mathematical Expression Recognition. | Haoran Zhang, Xiangdong Su, Xingxiang Zhou, Guanglai Gao |
| 2025 | GLOBECOM | Vector-Representation-based Multi-Domain Collaborative Routing Calculation Model for Large-Scale LEO Satellite Networks. | Houlai Chen, Fu Wang, Qi Zhang, Peijin Hu, Haoran Zhang, Haipeng Yao |
| 2025 | ICASSP | A Multi-Wavelength Optical Sensing Framework for Calibration-Free Wearable Blood Pressure Monitoring. | Tarek Hamid, Patricia Flores, Jane Byun, Xi Chen, Haoran Zhang, Kyle C. Quinn, Amanda Watson |
| 2025 | ICASSP | PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization. | Haoran Zhang, Shuanghao Bai, Wanqi Zhou, Jingwen Fu, Badong Chen |
| 2025 | ICCV | Player-Centric Multimodal Prompt Generation for Large Language Model Based Identity-Aware Basketball Video Captioning. | Zeyu Xi, Haoying Sun, Yaofei Wu, Junchi Yan, Haoran Zhang, Lifang Wu, Liang Wang, Changwen Chen |
| 2025 | ICCV | Task-Decoupled Bzier Surface Constraint for Uneven Low-Light Image Enhancement. | Xingxiang Zhou, Xiangdong Su, Haoran Zhang, Wei Chen, Guanglai Gao |
| 2025 | ICDAR | SCANS: An Efficient Geometric Problem Solver with Content-Aware Attention and Adaptive Fusion. | Zhi Chen, Yuhan Yang, Xiangdong Su, Haoran Zhang, Xinxiang Zhou, Wei Chen, Guanglai Gao |
| 2025 | ICIG | SRG-Net: Semantic Relation-Guided Network for Commonsense Video Captioning. | Zeyu Xi, Yijie Li, Haoying Sun, Haoran Zhang, Lifang Wu |
| 2025 | ICLR | KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks. | Kaijing Ma, Xeron Du, Yunran Wang, Haoran Zhang, Zhoufutu Wen, Xingwei Qu, Jian Yang, Jiaheng Liu, Minghao Liu, Xiang Yue, Wenhao Huang, Ge Zhang |
| 2025 | ICML | LEMoN: Label Error Detection using Multimodal Neighbors. | Haoran Zhang, Aparna Balagopalan, Nassim Oufattole, Hyewon Jeong, Yan Wu, Jiacheng Zhu, Marzyeh Ghassemi |
| 2025 | IJCNN | Dynamic Hedging Strategies in Derivatives Markets with LLM-Driven Sentiment and News Analytics. | Jie Yang, Yiqiu Tang, Yongjie Li, Lihua Zhang, Haoran Zhang |
| 2025 | IJCNN | Cross-Asset Risk Management: Integrating LLMs for Real-Time Monitoring of Equity, Fixed Income, and Currency Markets. | Jie Yang, Yiqiu Tang, Yongjie Li, Lihua Zhang, Haoran Zhang |
| 2025 | ICSE | The Product Beyond the Model - An Empirical Study of Repositories of Open-Source ML Products. | Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kstner |
| 2025 | ICWS | Graph Neural Networks for Incremental Service Recommendation with Dynamic Interest Alignment. | Yaocheng He, Zhiyong Feng, Hongqi Chen, Jingyu Li, Qinghang Gao, Houwen Yi, Haoran Zhang |
| 2025 | KDD | BiQAP: Neural Bi-level Optimization-based Framework for Solving Quadratic Assignment Problems. | Liangliang Shi, Haoran Zhang, Shuheng Shen, Changhua Meng, Weiqiang Wang, Junchi Yan |
| 2025 | MICCAI | Controllable Diffusion-Based Generation for MRI. | Haoran Zhang, Wesley Tansey |
| 2025 | VTC | Group-Based Client Sampling in Multi-Model Federated Learning. | Zejun Gong, Haoran Zhang, Marie Siew, Carlee Joe-Wong, Rachid El Azouzi |
| 2025 | WWW | How does Search Affect Personalized Recommendations and User Behavior? Evidence from LLM-based Synthetic Data. | Haoran Zhang, Xin Kang, Junpeng Guo |
| 2025 | UAI | Near-Optimal Regret Bounds for Federated Multi-armed Bandits with Fully Distributed Communication. | Haoran Zhang, Xuchuang Wang, Hao-Xu Chen, Hao Qiu, Lin Yang, Yang Gao |
| 2024 | ACL | SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval. | Siwei Wu, Yizhi Li, Kang Zhu, Ge Zhang, Yiming Liang, Kaijing Ma, Chenghao Xiao, Haoran Zhang, Bohao Yang, Wenhu Chen, Wenhao Huang, Noura Al Moubayed, Jie Fu, Chenghua Lin |
| 2024 | AIES | Identifying Implicit Social Biases in Vision-Language Models. | Kimia Hamidieh, Haoran Zhang, Walter Gerych, Thomas Hartvigsen, Marzyeh Ghassemi |
| 2024 | COLING | Enhancing Knowledge Selection via Multi-level Document Semantic Graph. | Haoran Zhang, Tan Yongmei |
| 2024 | EMNLP | LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. | Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin |
| 2024 | EMNLP | Tokenization Is More Than Compression. | Craig W. Schmidt, Varshini Reddy, Haoran Zhang, Alec Alameddine, Omri Uzan, Yuval Pinter, Chris Tanner |
| 2024 | FAST | What's the Story in EBS Glory: Evolutions and Lessons in Building Cloud Block Store. | Weidong Zhang, Erci Xu, Qiuping Wang, Xiaolu Zhang, Yuesheng Gu, Zhenwei Lu, Tao Ouyang, Guanqun Dai, Wenwen Peng, Zhe Xu, Shuo Zhang, Dong Wu, Yilei Peng, Tianyun Wang, Haoran Zhang, Jiasheng Wang, Wenyuan Yan, Yuanyuan Dong, Wenhui Yao, Zhongjie Wu, Lingjun Zhu, Chao Shi, Yinhu Wang, Rong Liu, Junping Wu, Jiaji Zhu, Jiesheng Wu |
| 2024 | ICDCS | Poster: Optimal Variance-Reduced Client Sampling for Multiple Models Federated Learning. | Haoran Zhang, Zekai Li, Zejun Gong, Marie Siew, Carlee Joe-Wong, Rachid El Azouzi |
| 2024 | ICLR | Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. | Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi |
| 2024 | ICLR | iTransformer: Inverted Transformers Are Effective for Time Series Forecasting. | Yong Liu, Tengge Hu, Haoran Zhang, Haixu Wu, Shiyu Wang, Lintao Ma, Mingsheng Long |
| 2024 | ICML | Timer: Generative Pre-trained Transformers Are Large Time Series Models. | Yong Liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long |
| 2024 | ICPR | Fusion of Machine Learning and Deep Neural Networks for Pulmonary Arteries and Veins Segmentation in Lung Cancer Surgery Planning. | Hongyu Cheng, Limin Zheng, Zeyu Yan, Haoran Zhang, Bo Meng, Xiaowei Xu |
| 2024 | ICPR | Learning Social and Physical Compliant Multi-modal Futures. | Xiaodan Shi, Haoran Zhang, Ryosuke Shibasaki, Jinyue Yan |
| 2024 | MICCAI | Curriculum Prompting Foundation Models for Medical Image Segmentation. | Xiuqi Zheng, Yuhang Zhang, Haoran Zhang, Hongrui Liang, Xueqi Bao, Zhuqing Jiang, Qicheng Lao |
| 2024 | NSDI | MuCache: A General Framework for Caching in Microservice Graphs. | Haoran Zhang, Konstantinos Kallas, Spyros Pavlatos, Rajeev Alur, Sebastian Angel, Vincent Liu |
| 2024 | OSDI | Beaver: Practical Partial Snapshots for Distributed Cloud Services. | Liangcheng Yu, Xiao Zhang, Haoran Zhang, John Sonchack, Dan R. K. Ports, Vincent Liu |
| 2024 | SDM | Variational Invariant Representation Learning for Multimodal Recommendation. | Wei Yang, Haoran Zhang, Li Zhang |
| 2024 | SIGdial | Knowledge-Grounded Dialogue Act Transfer using Prompt-Based Learning for Controllable Open-Domain NLG. | Alain Vazquez Risco, Angela Maria Ramirez, Neha Pullabhotla, Nan Qiang, Haoran Zhang, Marilyn A. Walker, Mara Ins Torres |
| 2023 | APWEB | ANSWER: Automatic Index Selector for Knowledge Graphs. | Zhixin Qi, Haoran Zhang, Hongzhi Wang, Zemin Chao |
| 2023 | CAIN | A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners. | Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kstner |
| 2023 | EACL | ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining. | Haoran Zhang, Aysa Xuemo Fan, Rui Zhang |
| 2023 | EMNLP | Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning. | Sarkar Snigdha Sarathi Das, Haoran Zhang, Peng Shi, Wenpeng Yin, Rui Zhang |
| 2023 | EMNLP | Exploring the Potential of Large Language Models in Generating Code-Tracing Questions for Introductory Programming Courses. | Aysa Xuemo Fan, Haoran Zhang, Luc Paquette, Rui Zhang |
| 2023 | ICASSP | Invariant Adversarial Imitation Learning From Visual Inputs. | Haoran Zhang, Yinghong Tian, Liang Yuan, Yue Lu |
| 2023 | ICML | Change is Hard: A Closer Look at Subpopulation Shift. | Yuzhe Yang, Haoran Zhang, Dina Katabi, Marzyeh Ghassemi |
| 2023 | ICML | "Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts. | Haoran Zhang, Harvineet Singh, Marzyeh Ghassemi, Shalmali Joshi |
| 2023 | SOSP | XFaaS: Hyperscale and Low Cost Serverless Functions at Meta. | Alireza Sahraei, Soteris Demetriou, Amirali Sobhgol, Haoran Zhang, Abhigna Nagaraja, Neeraj Pathak, Girish Joshi, Carla Souza, Bo Huang, Wyatt Cook, Andrii Golovei, Pradeep Venkat, Andrew Mcfague, Dimitrios Skarlatos, Vipul Patel, Ravinder Thind, Ernesto Gonzalez, Yun Jin, Chunqiang Tang |
| 2022 | APWEB | Multi-SQL: An Automatic Multi-model Data Management System. | Yu Yan, Hongzhi Wang, Yutong Wang, Zhixin Qi, Jian Ma, Chang Liu, Meng Gao, Hao Yan, Haoran Zhang, Ziming Shen |
| 2022 | ArtsIT | VR Diet Museum: A Virtual Experience Designed for Better Learning and Reflection on Eating Habits and Its Effects. | Haoran Zhang, Jeffrey C. F. Ho |
| 2022 | ICDE | A Dual-Store Structure for Knowledge Graphs (Extended Abstract). | Zhixin Qi, Hongzhi Wang, Haoran Zhang |
| 2022 | ICFHR | Script-Level Word Sample Augmentation for Few-Shot Handwritten Text Recognition. | Wei Chen, Xiangdong Su, Haoran Zhang |
| 2022 | ICONIP | Medical Visual Question Answering via Targeted Choice Contrast and Multimodal Entity Matching. | Hui Guo, Lei Liu, Xiangdong Su, Haoran Zhang |
| 2022 | Interspeech | Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches. | Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou |
| 2021 | AAAI | Social-DPF: Socially Acceptable Distribution Prediction of Futures. | Xiaodan Shi, Xiaowei Shao, Guangming Wu, Haoran Zhang, Zhiling Guo, Renhe Jiang, Ryosuke Shibasaki |
| 2021 | AIED | A Fairness Evaluation of Automated Methods for Scoring Text Evidence Usage in Writing. | Diane J. Litman, Haoran Zhang, Richard Correnti, Lindsay Clare Matsumura, Elaine Wang |
| 2021 | CIKM | Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing. | Sindhu C. M. Gowda, Shalmali Joshi, Haoran Zhang, Marzyeh Ghassemi |
| 2021 | ICASSP | Contrastive Self-Supervised Learning for Text-Independent Speaker Verification. | Haoran Zhang, Yuexian Zou, Helin Wang |
| 2021 | ICDAR | An Efficient Local Word Augment Approach for Mongolian Handwritten Script Recognition. | Haoran Zhang, Wei Chen, Xiangdong Su, Hui Guo, Huali Xu |
| 2021 | IJCNN | MCDALNet: Multi-scale Contextual Dual Attention Learning Network for Medical Image Segmentation. | Pengcheng Guo, Xiangdong Su, Haoran Zhang, Feilong Bao |
| 2021 | NAACL | COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. | Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych |
| 2020 | AAAI | Multimodal Interaction-Aware Trajectory Prediction in Crowded Space. | Xiaodan Shi, Xiaowei Shao, Zipei Fan, Renhe Jiang, Haoran Zhang, Zhiling Guo, Guangming Wu, Wei Yuan, Ryosuke Shibasaki |
| 2020 | AAAI | CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning. | Daojian Zeng, Haoran Zhang, Qianying Liu |
| 2020 | ACL | Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring. | Haoran Zhang, Diane J. Litman |
| 2020 | COLING | Incorporating Inner-word and Out-word Features for Mongolian Morphological Segmentation. | Na Liu, Xiangdong Su, Haoran Zhang, Guanglai Gao, Feilong Bao |
| 2020 | EMNLP | Active Learning Approaches to Enhancing Neural Machine Translation: An Empirical Study. | Yuekai Zhao, Haoran Zhang, Shuchang Zhou, Zhihua Zhang |
| 2020 | ICARCV | Further research on optimal interval observer design for switched systems. | Haoran Zhang, Jun Huang, Haochi Che, Yueyuan Zhang |
| 2020 | ICASSP | A Multi-Scaled Receptive Field Learning Approach for Medical Image Segmentation. | Pengcheng Guo, Xiangdong Su, Haoran Zhang, Meng Wang, Feilong Bao |
| 2020 | OSDI | Fault-tolerant and transactional stateful serverless workflows. | Haoran Zhang, Adney Cardoza, Peter Baile Chen, Sebastian Angel, Vincent Liu |
| 2020 | PSB | Identifying Transitional High Cost Users from Unstructured Patient Profiles Written by Primary CarePhysicians. | Haoran Zhang, Elisa Candido, Andrew S. Wilton, Raquel Duchen, Liisa Jaakkimainen, Walter P. Wodchis, Quaid Morris |
| 2020 | W2GIS | CoolPath: An Application for Recommending Pedestrian Routes with Reduced Heatstroke Risk. | Tianqi Xia, Adam Jatowt, Zhaonan Wang, Ruochen Si, Haoran Zhang, Xin Liu, Ryosuke Shibasaki, Xuan Song, Kyoung-Sook Kim |
| 2019 | AAAI | eRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing. | Haoran Zhang, Ahmed Magooda, Diane J. Litman, Richard Correnti, Elaine Wang, Lindsay Clare Matsumura, Emily Howe, Rafael Quintana |
| 2019 | AI | Categorizing Emails Using Machine Learning with Textual Features. | Haoran Zhang, Jagadish Rangrej, Saad Rais, Michael Hillmer, Frank Rudzicz, Kamil Malikov |
| 2019 | IECON | Operating Modes Analysis and Control Strategy of Single-Stage Isolated Modular Multilevel Converter (I-MMC) for Medium Voltage AC/DC Grid. | Dehao Kong, Chuang Liu, Hong Ying, Zhongchen Pei, Jinming Li, Haoran Zhang |
| 2017 | ACL | Word Embedding for Response-To-Text Assessment of Evidence. | Haoran Zhang, Diane J. Litman |
| 2011 | IPCCC | Cooperative optimal pricing for stochastic access control in heterogeneous wireless networks. | Haoran Zhang, Liusheng Huang, Hongli Xu |
| 2007 | ICNC | A Fast Learning Algorithm for One-Class Support Vector Machine. | Jiong Jia, Haoran Zhang |
| 2006 | CSR | A New Flow Control Algorithm for High Speed Computer Network. | Haoran Zhang, Peng Sun |
| 2006 | CSR | Nonlinear Systems Modeling and Control Using Support Vector Machine Technique. | Haoran Zhang, Xiaodong Wang |
| 2006 | GRC | Multi-tie SVMs Classifier based Power Equipment Fault Diagnosis. | Ganyun Lv, Jinjv Zheng, Haoran Zhang |
| 2006 | GRC | New Soft Sensor Method Based on SVM. | Haoran Zhang, Xiaodong Wang, Changjiang Zhang, Ganyun Lv |
| 2006 | GRC | Contrast enhancement for image with non-linear gray transform and wavelet neural network. | Changjiang Zhang, Xiaodong Wang, Haoran Zhang, Ganyun Lv |
| 2006 | ISNN | Time Series Prediction Using LS-SVM with Particle Swarm Optimization. | Xiaodong Wang, Haoran Zhang, Changjiang Zhang, Xiushan Cai, Jinshan Wang, Meiying Ye |
| 2006 | ISNN | Online Modeling of Nonlinear Systems Using Improved Adaptive Kernel Methods. | Xiaodong Wang, Haoran Zhang, Changjiang Zhang, Xiushan Cai, Jinshan Wang, Meiying Ye |
| 2006 | ISNN | Contrast Enhancement for Image Based on Wavelet Neural Network and Stationary Wavelet Transform. | Changjiang Zhang, Xiaodong Wang, Haoran Zhang |
| 2005 | ACII | An Intelligent Algorithm for Enhancing Contrast for Image Based on Discrete Stationary Wavelet Transform and In-complete Beta Transform. | Changjiang Zhang, Xiaodong Wang, Haoran Zhang |
| 2005 | ADMA | A New Support Vector Machine for Data Mining. | Haoran Zhang, Xiaodong Wang, Changjiang Zhang, Xiuling Xu |
| 2005 | ICMLC | A De-noising Algorithm of Infrared Image Contrast Enhancement. | Changjiang Zhang, Xiaodong Wang, Haoran Zhang |
| 2005 | ICNC | A Fast SMO Training Algorithm for Support Vector Regression. | Haoran Zhang, Xiaodong Wang, Changjiang Zhang, Xiuling Xu |
| 2005 | ISNN | Contrast Enhancement for Image with Simulated Annealing Algorithm and Wavelet Neural Network. | Changjiang Zhang, Xiaodong Wang, Haoran Zhang |
| 2005 | PDCAT | Prediction of Chaotic Time Series Using LS-SVM with Automatic Parameter Selection. | Xiaodong Wang, Haoran Zhang, Changjiang Zhang, Xiushan Cai, Jin Wang, Jinshan Wang |