| 2026 | AAAI | Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm. | Baixiang Huang, Zhen Tan, Haoran Wang, Zijie Liu, Dawei Li, Ali Payani, Huan Liu, Tianlong Chen, Kai Shu |
| 2026 | AAAI | RAIN: Redundancy-Aware Latent Injection for Quality-Preserving Image Watermarking. | Yehan Sun, Rongrong Ni, Chuangchuang Tan, Huan Liu, Wenhao Ni, Renshuai Tao, Yao Zhao |
| 2026 | ACL | ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents. | Dawei Li, Yuguang Yao, Zhen Tan, Huan Liu, Ruocheng Guo |
| 2026 | ACL | AGTAO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality. | Pengyu Li, Lingling Zhang, Zhitao Gao, Yanrui Wu, Yuxuan Dong, Huan Liu, Bifan Wei, Jun Liu |
| 2026 | ACL | ETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning. | Xuan Xiong, Huan Liu, Li Gu, Zhixiang Chi, Yue Qiu, Yuanhao Yu, Yang Wang |
| 2026 | ACL | Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens. | Chengshuai Zhao, Zhen Tan, Pingchuan Ma, Dawei Li, Bohan Jiang, Yancheng Wang, Yingzhen Yang, Huan Liu |
| 2026 | ACL | One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment. | Hao Zong, Conghu Yuan, Chao Bei, Wentao Chen, Huan Liu, Kaiyu Huang, Degen Huang |
| 2025 | AAAI | Tuning-Free Accountable Intervention for LLM Deployment - a Metacognitive Approach. | Zhen Tan, Jie Peng, Song Wang, Lijie Hu, Tianlong Chen, Huan Liu |
| 2025 | AAAI | C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection. | Chuangchuang Tan, Renshuai Tao, Huan Liu, Guanghua Gu, Baoyuan Wu, Yao Zhao, Yunchao Wei |
| 2025 | AAAI | ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks. | Renshuai Tao, Manyi Le, Chuangchuang Tan, Huan Liu, Haotong Qin, Yao Zhao |
| 2025 | ACL | In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents. | Zhen Tan, Jun Yan, I-Hung Hsu, Rujun Han, Zifeng Wang, Long T. Le, Yiwen Song, Yanfei Chen, Hamid Palangi, George Lee, Anand Rajan Iyer, Tianlong Chen, Huan Liu, Chen-Yu Lee, Tomas Pfister |
| 2025 | ACL | SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention. | Chengshuai Zhao, Zhen Tan, Chau-Wai Wong, Xinyan Zhao, Tianlong Chen, Huan Liu |
| 2025 | ADMA | KA-CDRE: Knowledge-Augmented Cross-Document Relation Extraction. | Huan Liu, Peize Li, Jingzi Gu, Peng Fu, Zheng Lin, Weiping Wang |
| 2025 | CIKM | CausalBench-ER: Causally-Informed Explanations and Recommendations for Reproducible Benchmarking. | Ahmet Kapki, Pratanu Mandal, Abhinav Gorantla, Shu Wan, Ertugrul oban, Paras Sheth, Huan Liu, K. Seluk Candan |
| 2025 | CIKM | Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era. | Dawei Li, Yue Huang, Ming Li, Tianyi Zhou, Xiangliang Zhang, Huan Liu |
| 2025 | CIKM | Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Benchmark. | Zhenhui Ou, Dawei Li, Zhen Tan, Wenlin Li, Huan Liu, Siyuan Song |
| 2025 | CIKM | An Interventional Approach to Real-Time Disaster Assessment via Causal Attribution. | Saketh Vishnubhatla, Alimohammad Beigi, Rui Heng Foo, Umang Goel, Ujun Jeong, Bohan Jiang, Adrienne Raglin, Huan Liu |
| 2025 | CIKM | GraphRCG: Self-Conditioned Graph Generation. | Song Wang, Zhen Tan, Xinyu Zhao, Tianlong Chen, Huan Liu, Jundong Li |
| 2025 | CIKM | CyberBOT: Ontology-Grounded Retrieval Augmented Generation for Reliable Cybersecurity Education. | Chengshuai Zhao, Riccardo De Maria, Tharindu Kumarage, Kumar Satvik Chaudhary, Garima Agrawal, Yiwen Li, Jongchan Park, Ying-Chih Chen, Yuli Deng, Huan Liu |
| 2025 | COLING | Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference. | Lanrui Wang, Jiangnan Li, Chenxu Yang, Zheng Lin, Hongyin Tang, Huan Liu, Yanan Cao, Jingang Wang, Weiping Wang |
| 2025 | CVPR | Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation. | Yiheng Li, Yang Yang, Zichang Tan, Huan Liu, Weihua Chen, Xu Zhou, Zhen Lei |
| 2025 | CVPR | Window Token Concatenation for Efficient Visual Large Language Models. | Yifan Li, Wentao Bao, Botao Ye, Zhen Tan, Tianlong Chen, Huan Liu, Yu Kong |
| 2025 | EMNLP | From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge. | Dawei Li, Bohan Jiang, Liangjie Huang, Alimohammad Beigi, Chengshuai Zhao, Zhen Tan, Amrita Bhattacharjee, Yuxuan Jiang, Canyu Chen, Tianhao Wu, Kai Shu, Lu Cheng, Huan Liu |
| 2025 | ICASSP | A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning. | Huan Liu, Yuzhe Zhang, Guanjian Liu, Xinxin Du, Haochong Wang, Dalin Zhang |
| 2025 | ICCV | Plug-in Feedback Self-Adaptive Attention in CLIP for Training-Free Open-Vocabulary Segmentation. | Zhixiang Chi, Yanan Wu, Li Gu, Huan Liu, Ziqiang Wang, Yang Zhang, Yang Wang, Konstantinos N. Plataniotis |
| 2025 | ICLR | Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation. | Zhixiang Chi, Li Gu, Huan Liu, Ziqiang Wang, Yanan Wu, Yang Wang, Konstantinos N. Plataniotis |
| 2025 | ICLR | GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models. | Zewei Zhang, Huan Liu, Jun Chen, Xiangyu Xu |
| 2025 | ICONIP | FPG2DNet: A Deep Learning Framework for Molecular Property Prediction via Multi-type Feature Fusion. | Xuecheng Wang, Lijuan Peng, Huan Liu, Yingkun Ren, Hongcheng Zhou, Zongjun Ren |
| 2025 | IJCAI | Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract). | Zhen Tan, Lu Cheng, Song Wang, Bo Yuan, Jundong Li, Huan Liu |
| 2025 | IJCAI | VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling. | Sizhe Dang, Huan Liu, Mengmeng Wang, Xin Lai, Guang Dai, Jingdong Wang |
| 2025 | IJCAI | HGMP: Heterogeneous Graph Multi-Task Prompt Learning. | Pengfei Jiao, Jialong Ni, Di Jin, Xuan Guo, Huan Liu, Hongjiang Chen, Yanxian Bi |
| 2025 | IJCAI | Heterogeneous Temporal Hypergraph Neural Network. | Huan Liu, Pengfei Jiao, Mengzhou Gao, Chaochao Chen, Di Jin |
| 2025 | ICRA | An Average-Distance Minimizing Motion Sweep for Bounded Spatial Objects and Its Application in Bzier-Like Freeform Motion Generation. | Huan Liu, Qiaode Jeffrey Ge |
| 2025 | KDD | AI4DE: The 1st International Workshop on AI for Data Editing. | Yanjie Fu, Kunpeng Liu, Dongjie Wang, Xiangliang Zhang, Khalid K. Osman, Charu Aggarwal, Suzanne M. Shontz, Huan Liu, Jian Pei |
| 2025 | KDD | CausalBench: Causal Learning Research Streamlined. | Ahmet Kapki, Pratanu Mandal, Abhinav Gorantla, Shu Wan, Ertugrul oban, Paras Sheth, Huan Liu, K. Seluk Candan |
| 2024 | AAAI | CyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMs. | Garima Agrawal, Kuntal Pal, Yuli Deng, Huan Liu, Ying-Chih Chen |
| 2024 | AAAI | Sterling: Synergistic Representation Learning on Bipartite Graphs. | Baoyu Jing, Yuchen Yan, Kaize Ding, Chanyoung Park, Yada Zhu, Huan Liu, Hanghang Tong |
| 2024 | AAAI | Test-Time Personalization with Meta Prompt for Gaze Estimation. | Huan Liu, Julia Qi, Zhenhao Li, Mohammad Hassanpour, Yang Wang, Konstantinos N. Plataniotis, Yuanhao Yu |
| 2024 | AAAI | Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention. | Zhen Tan, Tianlong Chen, Zhenyu Zhang, Huan Liu |
| 2024 | AAAI | SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection. | Jiahao Wang, Caixia Yan, Weizhan Zhang, Huan Liu, Hao Sun, Qinghua Zheng |
| 2024 | ACL | JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning. | Anique Tahir, Lu Cheng, Huan Liu |
| 2024 | CIKM | Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning. | Ahmet Kapki, Pratanu Mandal, Shu Wan, Paras Sheth, Abhinav Gorantla, Yoonhyuk Choi, Huan Liu, K. Seluk Candan |
| 2024 | CSCWD | Watch and Read! A Visual Relation-Aware and Textual Evidence Enhanced Model for Multimodal Relation Extraction. | Qianru Shen, Hailun Lin, Huan Liu, Zheng Lin, Weiping Wang |
| 2024 | CVPR | NTIRE 2024 Dense and Non-Homogeneous Dehazing Challenge Report. | Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Yidi Liu, Xingbo Wang, Yurui Zhu, Gege Shi, Xin Lu, Xueyang Fu, Zheng-Jun Zha, Wei Dong, Han Zhou, Ruiyi Wang, Xiaohong Liu, Guangtao Zhai, Jun Chen, Wei Song, Yichang Gao, Jiahao Xiong, Hualiang Lin, Xianger Li, Dong Li, Mohab Kishawy, Ruibin Li, Seyed Amirreza Mousavi, Rana Rauf, Yangyi Liu, Huan Liu, Mingsheng Tu, Kele Xu, JiaWen Chen, Qisheng Xu, Tao Sun, Jin Guo, Ben Shao, Tianli Liu, Mohao Wu, Xingzhuo Yan, Minghan Fu, Lehan Yang, Xin Lin, Lu Qi, Jincen Song, Xiaoqian Hu, Linwei Tao, Hongming Chen, Xiang Chen, Chuanlong Xie, Zhao Zhang, Junhu Wang, Yanyan Wei, Suiyi Zhao, Shengeng Tang, Sampada Malagi, Amogh Joshi, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Wenjing Jiang, Jagadeesh Kalyanshetti, Vijayalaxmi Ashok Aralikatti, Palani Yashaswini, Nitish Upasi, Dikshit Hegde, Ujwala Patil, Sujata C |
| 2024 | CVPR | Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection. | Huan Liu, Zichang Tan, Chuangchuang Tan, Yunchao Wei, Jingdong Wang, Yao Zhao |
| 2024 | CVPR | Rethinking the Up-Sampling Operations in CNN-Based Generative Network for Generalizable Deepfake Detection. | Chuangchuang Tan, Huan Liu, Yao Zhao, Shikui Wei, Guanghua Gu, Ping Liu, Yunchao Wei |
| 2024 | DAC | Leanor: A Learning-Based Accelerator for Efficient Approximate Nearest Neighbor Search via Reduced Memory Access. | Yi Wang, Huan Liu, Jianan Yuan, Jiaxian Chen, Tianyu Wang, Chenlin Ma, Rui Mao |
| 2024 | DSAA | Model Attribution in LLM-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning. | Alimohammad Beigi, Zhen Tan, Nivedh Mudiam, Canyu Chen, Kai Shu, Huan Liu |
| 2024 | DSAA | Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media. | Bohan Jiang, Lu Cheng, Zhen Tan, Ruocheng Guo, Huan Liu |
| 2024 | EACL | Contextualization Distillation from Large Language Model for Knowledge Graph Completion. | Dawei Li, Zhen Tan, Tianlong Chen, Huan Liu |
| 2024 | EACL | Exploiting Class Probabilities for Black-box Sentence-level Attacks. | Bahman Moraffah, Huan Liu |
| 2024 | ECCV | Facial Affective Behavior Analysis with Instruction Tuning. | Yifan Li, Anh Dao, Wentao Bao, Zhen Tan, Tianlong Chen, Huan Liu, Yu Kong |
| 2024 | EMNLP | DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature. | Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen |
| 2024 | EMNLP | Defending Against Social Engineering Attacks in the Age of LLMs. | Lin Ai, Tharindu Kumarage, Amrita Bhattacharjee, Zizhou Liu, Zheng Hui, Michael Davinroy, James Cook, Laura Cassani, Kirill Trapeznikov, Matthias Kirchner, Arslan Basharat, Anthony Hoogs, Joshua Garland, Huan Liu, Julia Hirschberg |
| 2024 | EMNLP | Large Language Models for Data Annotation and Synthesis: A Survey. | Zhen Tan, Dawei Li, Song Wang, Alimohammad Beigi, Bohan Jiang, Amrita Bhattacharjee, Mansooreh Karami, Jundong Li, Lu Cheng, Huan Liu |
| 2024 | EMNLP | Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models. | Zhen Tan, Chengshuai Zhao, Raha Moraffah, Yifan Li, Song Wang, Jundong Li, Tianlong Chen, Huan Liu |
| 2024 | ICASSP | Persota FL: A Robust-to-Noise Personalized Over the Air Federated Learning for Human Activity Recognition. | Arash Rasti-Meymandi, Pai Chet Ng, Huan Liu, Yuanhao Yu, Konstantinos N. Plataniotis |
| 2024 | ICASSP | Towards Collaborative Multimodal Federated Learning for Human Activity Recognition in Smart Workplace Environments. | Seyed Mohammad Sheikholeslami, Pai Chet Ng, Huan Liu, Yuanhao Yu, Konstantinos N. Plataniotis |
| 2024 | ICDE | LeaderKV: Improving Read Performance of KV Stores via Learned Index and Decoupled KV Table. | Yi Wang, Jianan Yuan, Shangyu Wu, Huan Liu, Jiaxian Chen, Chenlin Ma, Jianbin Qin |
| 2024 | ICLR | Adapting to Distribution Shift by Visual Domain Prompt Generation. | Zhixiang Chi, Li Gu, Tao Zhong, Huan Liu, Yuanhao Yu, Konstantinos N. Plataniotis, Yang Wang |
| 2024 | IJCNN | Exploiting Visual Relation and Multi-Grained Knowledge for Multimodal Relation Extraction. | Qianru Shen, Hailun Lin, Huan Liu, Zheng Lin, Weiping Wang |
| 2024 | ICWSM | Exploring Platform Migration Patterns between Twitter and Mastodon: A User Behavior Study. | Ujun Jeong, Paras Sheth, Anique Tahir, Faisal Alatawi, H. Russell Bernard, Huan Liu |
| 2023 | AAAI | Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning. | Kaize Ding, Yancheng Wang, Yingzhen Yang, Huan Liu |
| 2023 | CIKM | A Two-tier Shared Embedding Method for Review-based Recommender Systems. | Zhen Yang, Junrui Liu, Tong Li, Di Wu, Shiqiu Yang, Huan Liu |
| 2023 | CIKM | STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction. | Paras Sheth, Ahmadreza Mosallanezhad, Kaize Ding, Reepal Shah, John Sabo, Huan Liu, K. Seluk Candan |
| 2023 | CIKM | Fairness through Aleatoric Uncertainty. | Anique Tahir, Lu Cheng, Huan Liu |
| 2023 | CIKM | Learning Node Abnormality with Weak Supervision. | Qinghai Zhou, Kaize Ding, Huan Liu, Hanghang Tong |
| 2023 | CVPR | NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report. | Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Han Zhou, Wei Dong, Yangyi Liu, Jun Chen, Huan Liu, Liangyan Li, Zijun Wu, Yubo Dong, Yuyan Li, Tian Qiu, Yu He, Yonghong Lu, Yinwei Wu, Zhenxiang Jiang, Songhua Liu, Xingyi Yang, Yongcheng Jing, Bilel Benjdira, Anas M. Ali, Anis Koubaa, Hao-Hsiang Yang, I-Hsiang Chen, Wei-Ting Chen, Zhi-Kai Huang, Yi-Chung Chen, Chia-Hsuan Hsieh, Hua-En Chang, Yuan-Chun Chiang, Sy-Yen Kuo, Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren, Trung Hoang, Haichuan Zhang, Amirsaeed Yazdani, Vishal Monga, Lehan Yang, Alex Jiahao Wu, Tiancheng Mai, Xiaofeng Cong, Xuemeng Yin, Xuefei Yin, Hazim Emad, Ahmed Abdallah, Yahya Yasser, Dalia Elshahat, Esraa Elbaz, Zhan Li, Wenqing Kuang, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjlund, Thomas B. Schn, Zhao Zhang, Yanyan Wei, Junhu Wang, Suiyi Zhao, Huan Zheng, Jin Guo, Yangfan Sun, Tianli Liu, Dejun Hao, Kui Jiang, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch |
| 2023 | CVPR | SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge. | Ke Chen, Liangyan Li, Huan Liu, Yunzhe Li, Congling Tang, Jun Chen |
| 2023 | CVPR | Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank. | Shirui Huang, Keyan Wang, Huan Liu, Jun Chen, Yunsong Li |
| 2023 | CVPR | A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer. | Yangyi Liu, Huan Liu, Liangyan Li, Zijun Wu, Jun Chen |
| 2023 | EMNLP | How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts. | Tharindu Kumarage, Paras Sheth, Raha Moraffah, Joshua Garland, Huan Liu |
| 2023 | ICANN | TransNoise: Transferable Universal Adversarial Noise for Adversarial Attack. | Yier Wei, Haichang Gao, Yufei Wang, Huan Liu, Yipeng Gao, Sainan Luo, Qianwen Guo |
| 2023 | ICCV | Group Pose: A Simple Baseline for End-to-End Multi-person Pose Estimation. | Huan Liu, Qiang Chen, Zichang Tan, Jiang-Jiang Liu, Jian Wang, Xiangbo Su, Xiaolong Li, Kun Yao, Junyu Han, Errui Ding, Yao Zhao, Jingdong Wang |
| 2023 | ICDM | Silence Speaks Volumes: Re-weighting Techniques for Under-Represented Users in Fake News Detection. | Mansooreh Karami, David Mosallanezhad, Paras Sheth, Huan Liu |
| 2023 | ICONIP | Spatially-Aware Human-Object Interaction Detection with Cross-Modal Enhancement. | Gaowen Liu, Huan Liu, Caixia Yan, Yuyang Guo, Rui Li, Sizhe Dang |
| 2023 | IJCNLP | ConDA: Contrastive Domain Adaptation for AI-generated Text Detection. | Amrita Bhattacharjee, Tharindu Kumarage, Raha Moraffah, Huan Liu |
| 2023 | IJCNLP | J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News. | Tharindu Kumarage, Amrita Bhattacharjee, Djordje Padejski, Kristy Roschke, Dan Gillmor, Scott W. Ruston, Huan Liu, Joshua Garland |
| 2023 | IJCNN | An Efficient Frequency Domain Separation Network for Paired and Unpaired Image Super-Resolution. | Huan Liu, Mingwen Shao, Yuanjian Qiao, Fukang Liu |
| 2023 | IJCNN | Schema Item Matters in Knowledge Base Question Answering. | Zhe Wen, Qingyi Si, Zheng Lin, Huan Liu, Peng Fu, Weiping Wang |
| 2023 | INFOCOM | Bs-SpMM:Accelerate Sparse Matrix-Matrix Multiplication by Balanced Split Strategy on the GPU. | Mingfeng Guo, Yaobin Wang, Yajun Gu, Yufang Chen, Huan Liu, Huarong Chen, Dongxuan Han, Hengyang Xu, Chunhua Deng, Pingping Tang, Qi Huang |
| 2022 | AAAI | Meta Propagation Networks for Graph Few-shot Semi-supervised Learning. | Kaize Ding, Jianling Wang, James Caverlee, Huan Liu |
| 2022 | COLING | Debiasing Word Embeddings with Nonlinear Geometry. | Lu Cheng, Nayoung Kim, Huan Liu |
| 2022 | CVPR | MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning. | Zhixiang Chi, Li Gu, Huan Liu, Yang Wang, Yuanhao Yu, Jin Tang |
| 2022 | CVPR | Towards Multi-domain Single Image Dehazing via Test-time Training. | Huan Liu, Zijun Wu, Liangyan Li, Sadaf Salehkalaibar, Jun Chen, Keyan Wang |
| 2022 | CVPR | NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. | Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoglu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gao, Dengwen Zhou, Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang |
| 2022 | ECCV | Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay. | Huan Liu, Li Gu, Zhixiang Chi, Yang Wang, Yuanhao Yu, Jun Chen, Jin Tang |
| 2022 | EMNLP | Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation. | Junpeng Liu, Kaiyu Huang, Jiuyi Li, Huan Liu, Jinsong Su, Degen Huang |
| 2022 | ICANN | Improving Stylized Image Captioning with Better Use of Transformer. | Yutong Tan, Zheng Lin, Huan Liu, Fan Zuo |
| 2022 | ICDM | Query-Efficient Target-Agnostic Black-Box Attack. | Raha Moraffah, Huan Liu |
| 2022 | ICDM | Physics-Informed Graph Learning. | Ciyuan Peng, Feng Xia, Vidya Saikrishna, Huan Liu |
| 2022 | ICDM | Generalized Few-Shot Node Classification. | Zhe Xu, Kaize Ding, Yu-Xiong Wang, Huan Liu, Hanghang Tong |
| 2022 | ICLR | Lossy Compression with Distribution Shift as Entropy Constrained Optimal Transport. | Huan Liu, George Zhang, Jun Chen, Ashish J. Khisti |
| 2022 | IJCAI | Text Transformations in Contrastive Self-Supervised Learning: A Review. | Amrita Bhattacharjee, Mansooreh Karami, Huan Liu |
| 2022 | IJCAI | Few-Shot Learning on Graphs. | Chuxu Zhang, Kaize Ding, Jundong Li, Xiangliang Zhang, Yanfang Ye, Nitesh V. Chawla, Huan Liu |
| 2022 | IROS | Particle Swarm Optimizer-based Attack Strategy with Swarm Robots. | Huan Liu, Junqi Zhang, MengChu Zhou |
| 2022 | ICWSM | Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication. | Lu Cheng, Ruocheng Guo, Kasim Seluk Candan, Huan Liu |
| 2022 | IECON | A General Data-driven Design Methodology of Magnetic Couplers for Wireless Power Transfer Systems. | Huan Liu, Jixie Xie, Shuyu Yang, Chong Zhu, Xi Zhang, Fei Lu |
| 2022 | KDD | Toward Graph Minimally-Supervised Learning. | Kaize Ding, Chuxu Zhang, Jie Tang, Nitesh V. Chawla, Huan Liu |
| 2022 | KDD | The KDD 2022 Workshop on Causal Discovery (CD2022). | Thuc Duy Le, Lin Liu, Emre Kiciman, Sofia Triantafyllou, Huan Liu |
| 2021 | AAAI | Fact-Enhanced Synthetic News Generation. | Kai Shu, Yichuan Li, Kaize Ding, Huan Liu |
| 2021 | ACL | Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach. | Lu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva, Deborah L. Hall, Huan Liu |
| 2021 | CIKM | Towards Anomaly-resistant Graph Neural Networks via Reinforcement Learning. | Kaize Ding, Xuan Shan, Huan Liu |
| 2021 | CIKM | CauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods. | Paras Sheth, Ujun Jeong, Ruocheng Guo, Huan Liu, K. Seluk Candan |
| 2021 | CSCWD | An Orthogonal Learning Design Whale Optimization Algorithm with Clustering Mechanism. | Fuqing Zhao, Haizhu Bao, Huan Liu |
| 2021 | CSCWD | A Novel Fruit Fly Optimization Algorithm with Vision Scanning Search and Extensive Learning Mechanism. | Fuqing Zhao, Ruiqing Ding, Jianxin Tang, Huan Liu |
| 2021 | CSCWD | Elitist Guided Parameter Adaptive Brain Storm Optimization Algorithm. | Fuqing Zhao, Xiaotong Hu, Jinlong Zhao, Huan Liu |
| 2021 | CVPR | DW-GAN: A Discrete Wavelet Transform GAN for NonHomogeneous Dehazing. | Minghan Fu, Huan Liu, Yankun Yu, Jun Chen, Keyan Wang |
| 2021 | CVPR | A Two-Branch Neural Network for Non-Homogeneous Dehazing via Ensemble Learning. | Yankun Yu, Huan Liu, Minghan Fu, Jun Chen, Xiyao Wang, Keyan Wang |
| 2021 | EMNLP | Learning to Selectively Learn for Weakly-supervised Paraphrase Generation. | Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu |
| 2021 | ICANN | FMSNet: Underwater Image Restoration by Learning from a Synthesized Dataset. | Xiangyu Yin, Xiaohong Liu, Huan Liu |
| 2021 | ICDE | Reliable Recommendation with Review-level Explanations. | Yanzhang Lyu, Hongzhi Yin, Jun Liu, Mengyue Liu, Huan Liu, Shizhuo Deng |
| 2021 | IJCAI | Causal Learning for Socially Responsible AI. | Lu Cheng, Ahmadreza Mosallanezhad, Paras Sheth, Huan Liu |
| 2021 | IJCAI | A Comparative Survey: Benchmarking for Pool-based Active Learning. | Xueying Zhan, Huan Liu, Qing Li, Antoni B. Chan |
| 2021 | KDD | Causal Understanding of Fake News Dissemination on Social Media. | Lu Cheng, Ruocheng Guo, Kai Shu, Huan Liu |
| 2021 | KDD | Preface: The 2021 ACM SIGKDD Workshop on Causal Discovery. | Thuc Duy Le, Jiuyong Li, Gregory F. Cooper, Sofia Triantafyllou, Elias Bareinboim, Huan Liu, Negar Kiyavash |
| 2021 | KDD | The KDD 2021 Workshop on Causal Discovery (CD2021). | Thuc Duy Le, Jiuyong Li, Gregory F. Cooper, Sofia Triantafillou, Elias Bareinboim, Huan Liu, Negar Kiyavash |
| 2020 | AAAI | Tracking Disaster Footprints with Social Streaming Data. | Lu Cheng, Jundong Li, K. Seluk Candan, Huan Liu |
| 2020 | APWEB | WEKE: Learning Word Embeddings for Keyphrase Extraction. | Yuxiang Zhang, Huan Liu, Bei Shi, Xiaoli Li, Suge Wang |
| 2020 | CIKM | The 5th International Workshop on Mining Actionable Insights from Social Networks (MAISoN 2020): Special Edition on Dis/Misinformation Mining from Social media. | Ebrahim Bagheri, Huan Liu, Kai Shu, Fattane Zarrinkalam |
| 2020 | CIKM | Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model. | Lu Cheng, Kai Shu, Siqi Wu, Yasin N. Silva, Deborah L. Hall, Huan Liu |
| 2020 | CIKM | Challenges in Combating COVID-19 Infodemic - Data, Tools, and Ethics. | Kaize Ding, Kai Shu, Yichuan Li, Amrita Bhattacharjee, Huan Liu |
| 2020 | CIKM | Graph Prototypical Networks for Few-shot Learning on Attributed Networks. | Kaize Ding, Jianling Wang, Jundong Li, Kai Shu, Chenghao Liu, Huan Liu |
| 2020 | ECIR | Early Detection of Rumours on Twitter via Stance Transfer Learning. | Lin Tian, Xiuzhen Zhang, Yan Wang, Huan Liu |
| 2020 | EMNLP | Be More with Less: Hypergraph Attention Networks for Inductive Text Classification. | Kaize Ding, Jianling Wang, Jundong Li, Dingcheng Li, Huan Liu |
| 2020 | FAST | HotRing: A Hotspot-Aware In-Memory Key-Value Store. | Jiqiang Chen, Liang Chen, Sheng Wang, Guoyun Zhu, Yuanyuan Sun, Huan Liu, Feifei Li |
| 2020 | IJCAI | Inductive Anomaly Detection on Attributed Networks. | Kaize Ding, Jundong Li, Nitin Agarwal, Huan Liu |
| 2020 | IJCAI | IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data. | Ruocheng Guo, Jundong Li, Yichuan Li, K. Seluk Candan, Adrienne Raglin, Huan Liu |
| 2020 | ICWSM | Hierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation. | Kai Shu, Deepak Mahudeswaran, Suhang Wang, Huan Liu |
| 2020 | ISNN | An Efficient Method of Advertising on Online Social Networks. | Xitao Zou, Huan Liu, Xiangguang Dai, Jiang Xiong, Nian Zhang |
| 2020 | KDD | Debiasing Grid-based Product Search in E-commerce. | Ruocheng Guo, Xiaoting Zhao, Adam Henderson, Liangjie Hong, Huan Liu |
| 2019 | AAAI | Unsupervised Fake News Detection on Social Media: A Generative Approach. | Shuo Yang, Kai Shu, Suhang Wang, Renjie Gu, Fan Wu, Huan Liu |
| 2019 | CIKM | BigScholar 2019: The 6th Workshop on Big Scholarly Data. | Feng Xia, Huan Liu, Irwin King, Kuansan Wang |
| 2019 | CIKM | dEFEND: A System for Explainable Fake News Detection. | Limeng Cui, Kai Shu, Suhang Wang, Dongwon Lee, Huan Liu |
| 2019 | CIKM | #suicidal - A Multipronged Approach to Identify and Explore Suicidal Ideation in Twitter. | Pradyumna Prakhar Sinha, Rohan Mishra, Ramit Sawhney, Debanjan Mahata, Rajiv Ratn Shah, Huan Liu |
| 2019 | CIKM | Beyond word2vec: Distance-graph Tensor Factorization for Word and Document Embeddings. | Suhang Wang, Charu C. Aggarwal, Huan Liu |
| 2019 | EMNLP | Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference. | Ahmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu |
| 2019 | ICONIP | Writing Style Adversarial Network for Handwritten Chinese Character Recognition. | Huan Liu, Shujing Lyu, Hongjian Zhan, Yue Lu |
| 2019 | IJCAI | PI-Bully: Personalized Cyberbullying Detection with Peer Influence. | Lu Cheng, Jundong Li, Yasin N. Silva, Deborah L. Hall, Huan Liu |
| 2019 | IJCAI | InterSpot: Interactive Spammer Detection in Social Media. | Kaize Ding, Jundong Li, Shivam Dhar, Shreyash Devan, Huan Liu |
| 2019 | ISRR | The PRISMA Hand II: A Sensorized Robust Hand for Adaptive Grasp and In-Hand Manipulation. | Huan Liu, Pasquale Ferrentino, Salvatore Pirozzi, Bruno Siciliano, Fanny Ficuciello |
| 2019 | KDD | Learning From Networks: Algorithms, Theory, and Applications. | Xiao Huang, Peng Cui, Yuxiao Dong, Jundong Li, Huan Liu, Jian Pei, Le Song, Jie Tang, Fei Wang, Hongxia Yang, Wenwu Zhu |
| 2019 | KDD | Adaptive Unsupervised Feature Selection on Attributed Networks. | Jundong Li, Ruocheng Guo, Chenghao Liu, Huan Liu |
| 2018 | AAAI | Unsupervised Personalized Feature Selection. | Jundong Li, Liang Wu, Harsh Dani, Huan Liu |
| 2018 | AAAI | Exploiting Emotion on Reviews for Recommender Systems. | Xuying Meng, Suhang Wang, Huan Liu, Yujun Zhang |
| 2018 | AAAI | Personalized Privacy-Preserving Social Recommendation. | Xuying Meng, Suhang Wang, Kai Shu, Jundong Li, Bo Chen, Huan Liu, Yujun Zhang |
| 2018 | AAAI | Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data. | Guansong Pang, Longbing Cao, Ling Chen, Defu Lian, Huan Liu |
| 2018 | CIKM | "Bridge": Enhanced Signed Directed Network Embedding. | Yiqi Chen, Tieyun Qian, Huan Liu, Ke Sun |
| 2018 | CIKM | Towards Explainable Networked Prediction. | Liangyue Li, Hanghang Tong, Huan Liu |
| 2018 | CIKM | Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects. | Vineeth Rakesh, Ruocheng Guo, Raha Moraffah, Nitin Agarwal, Huan Liu |
| 2018 | CIKM | Adaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation. | Junliang Yu, Min Gao, Jundong Li, Hongzhi Yin, Huan Liu |
| 2018 | ICCS | An Effective Model Between Mobile Phone Usage and P2P Default Behavior. | Huan Liu, Lin Ma, Xi Zhao, Jianhua Zou |
| 2018 | ICDM | Deep Headline Generation for Clickbait Detection. | Kai Shu, Suhang Wang, Thai Le, Dongwon Lee, Huan Liu |
| 2018 | ICDM | Interactive Unknowns Recommendation in E-Learning Systems. | Shan-Yun Teng, Jundong Li, Lo Pang-Yun Ting, Kun-Ta Chuang, Huan Liu |
| 2018 | ICMV | Deep learning for UAV autonomous landing based on self-built image dataset. | Yinbo Xu, Yongwei Zhang, Huan Liu, Xiangke Wang |
| 2018 | IJCAI | INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process. | Ruocheng Guo, Jundong Li, Huan Liu |
| 2018 | IJCAI | ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks. | Zhen Peng, Minnan Luo, Jundong Li, Huan Liu, Qinghua Zheng |
| 2017 | AAAI | Unsupervised Sentiment Analysis with Signed Social Networks. | Kewei Cheng, Jundong Li, Jiliang Tang, Huan Liu |
| 2017 | AAAI | CLARE: A Joint Approach to Label Classification and Tag Recommendation. | Yilin Wang, Suhang Wang, Jiliang Tang, Guo-Jun Qi, Huan Liu, Baoxin Li |
| 2017 | CIKM | Attributed Network Embedding for Learning in a Dynamic Environment. | Jundong Li, Harsh Dani, Xia Hu, Jiliang Tang, Yi Chang, Huan Liu |
| 2017 | CIKM | Attributed Signed Network Embedding. | Suhang Wang, Charu C. Aggarwal, Jiliang Tang, Huan Liu |
| 2017 | IJCAI | Radar: Residual Analysis for Anomaly Detection in Attributed Networks. | Jundong Li, Harsh Dani, Xia Hu, Huan Liu |
| 2017 | IJCAI | Reconstruction-based Unsupervised Feature Selection: An Embedded Approach. | Jundong Li, Jiliang Tang, Huan Liu |
| 2017 | IJCAI | How Unlabeled Web Videos Help Complex Event Detection? | Huan Liu, Qinghua Zheng, Minnan Luo, Dingwen Zhang, Xiaojun Chang, Cheng Deng |
| 2017 | IJCAI | Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection. | Guansong Pang, Longbing Cao, Ling Chen, Huan Liu |
| 2017 | ICWSM | Early Identification of Personalized Trending Topics in Microblogging. | Liang Wu, Xia Hu, Huan Liu |
| 2017 | ICWSM | Adaptive Spammer Detection with Sparse Group Modeling. | Liang Wu, Xia Hu, Fred Morstatter, Huan Liu |
| 2017 | ICWSM | Detecting Camouflaged Content Polluters. | Liang Wu, Xia Hu, Fred Morstatter, Huan Liu |
| 2017 | ISSRE | Perman: Fine-Grained Permission Management for Android Applications. | Jiaojiao Fu, Yangfan Zhou, Huan Liu, Yu Kang, Xin Wang |
| 2017 | KDD | Unsupervised Feature Selection in Signed Social Networks. | Kewei Cheng, Jundong Li, Huan Liu |
| 2016 | AAAI | Predicting Online Protest Participation of Social Media Users. | Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu |
| 2016 | AAAI | Recommendation with Social Dimensions. | Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu |
| 2016 | ACL | A Novel Measure for Coherence in Statistical Topic Models. | Fred Morstatter, Huan Liu |
| 2016 | CIKM | FeatureMiner: A Tool for Interactive Feature Selection. | Kewei Cheng, Jundong Li, Huan Liu |
| 2016 | CIKM | Leveraging the Implicit Structure within Social Media for Emergent Rumor Detection. | Justin Sampson, Fred Morstatter, Liang Wu, Huan Liu |
| 2016 | CIKM | Linked Document Embedding for Classification. | Suhang Wang, Jiliang Tang, Charu C. Aggarwal, Huan Liu |
| 2016 | CIKM | Paired Restricted Boltzmann Machine for Linked Data. | Suhang Wang, Jiliang Tang, Fred Morstatter, Huan Liu |
| 2016 | CVPR | PPP: Joint Pointwise and Pairwise Image Label Prediction. | Yilin Wang, Suhang Wang, Jiliang Tang, Huan Liu, Baoxin Li |
| 2016 | ICDM | Toward Time-Evolving Feature Selection on Dynamic Networks. | Jundong Li, Xia Hu, Ling Jian, Huan Liu |
| 2016 | ICDM | Unsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings. | Guansong Pang, Longbing Cao, Ling Chen, Huan Liu |
| 2016 | IGARSS | LiDAR point classification based on joint sparse representation in kernel space. | Bingqian Xie, Yanfeng Gu, Qingwang Wang, Huan Liu |
| 2016 | IJCAI | Multi-Label Informed Feature Selection. | Ling Jian, Jundong Li, Kai Shu, Huan Liu |
| 2016 | ICWSM | Signed Link Analysis in Social Media Networks. | Ghazaleh Beigi, Jiliang Tang, Huan Liu |
| 2016 | ICWSM | Exploring Personal Attributes from Unprotected Interactions. | Pritam Gundecha, Jiliang Tang, Xia Hu, Huan Liu |
| 2016 | ICWSM | Community Cores: Removing Size Bias from Community Detection. | Isaac Jones, Ran Wang, Jiawei Han, Huan Liu |
| 2016 | ICWSM | Identifying Rhetorical Questions in Social Media. | Suhas Ranganath, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu |
| 2016 | ICWSM | Your Age Is No Secret: Inferring Microbloggers' Ages via Content and Interaction Analysis. | Jinxue Zhang, Xia Hu, Yanchao Zhang, Huan Liu |
| 2015 | AAAI | Content-Aware Point of Interest Recommendation on Location-Based Social Networks. | Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu |
| 2015 | AAAI | Leveraging Social Foci for Information Seeking in Social Media. | Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu |
| 2015 | AAAI | Embedded Unsupervised Feature Selection. | Suhang Wang, Jiliang Tang, Huan Liu |
| 2015 | CIKM | Unsupervised Streaming Feature Selection in Social Media. | Jundong Li, Xia Hu, Jiliang Tang, Huan Liu |
| 2015 | CIKM | Toward Dual Roles of Users in Recommender Systems. | Suhang Wang, Jiliang Tang, Huan Liu |
| 2015 | CIKM | 10 Bits of Surprise: Detecting Malicious Users with Minimum Information. | Reza Zafarani, Huan Liu |
| 2015 | ICDM | Social Answer: A System for Finding Appropriate Sites for Questions in Social Media. | Harsh Dani, Fred Morstatter, Xia Hu, Zhen Yang, Huan Liu |
| 2015 | ICDM | Finding Time-Critical Responses for Information Seeking in Social Media. | Suhas Ranganath, Suhang Wang, Xia Hu, Jiliang Tang, Huan Liu |
| 2015 | ICDM | Real-Time Crisis Mapping Using Language Distribution. | Justin Sampson, Fred Morstatter, Reza Zafarani, Huan Liu |
| 2015 | IJCAI | Exploring Implicit Hierarchical Structures for Recommender Systems. | Suhang Wang, Jiliang Tang, Yilin Wang, Huan Liu |
| 2015 | IJCAI | Unsupervised Sentiment Analysis for Social Media Images. | Yilin Wang, Suhang Wang, Jiliang Tang, Huan Liu, Baoxin Li |
| 2015 | IJCNN | Online diffusion source detection in social networks. | Haishuai Wang, Peng Zhang, Ling Chen, Huan Liu, Chengqi Zhang |
| 2015 | INDIN | Context recognition for adaptive hearing-aids. | Eric Ke Wang, Huan Liu, Gang Wang, Yuming Ye, Tsu-Yang Wu, Chien-Ming Chen |
| 2015 | IRI | A Local SVD Framework for Stable Feature Selection for Clustering. | Salem Alelyani, Huan Liu |
| 2015 | ICRA | A single-actuator prosthetic hand using a continuum differential mechanism. | Kai Xu, Huan Liu, Zenghui Liu, Yuheng Du, Xiangyang Zhu |
| 2015 | IGARSS | A novel multiple kernel boosting method for hyperspectral image classification. | Huan Liu, Tianzhu Liu, Yanfeng Gu |
| 2014 | AAAI | Online Social Spammer Detection. | Xia Hu, Jiliang Tang, Huan Liu |
| 2014 | ACL | Finding Eyewitness Tweets During Crises. | Fred Morstatter, Nichola Lubold, Heather Pon-Barry, Jrgen Pfeffer, Huan Liu |
| 2014 | CIKM | Predictability of Distrust with Interaction Data. | Jiliang Tang, Xia Hu, Yi Chang, Huan Liu |
| 2014 | GLOBECOM | An efficient privacy preserving location based service system. | Xinxin Zhao, Huiji Gao, Lingjun Li, Huan Liu, Guoliang Xue |
| 2014 | ICDM | Social Role Identification via Dual Uncertainty Minimization Regularization. | Yu Cheng, Ankit Agrawal, Alok N. Choudhary, Huan Liu, Tao Zhang |
| 2014 | ICDM | Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data. | Yu Cheng, Alok N. Choudhary, Jun Wang, Sharath Pankanti, Huan Liu |
| 2014 | ICDM | Social Spammer Detection with Sentiment Information. | Xia Hu, Jiliang Tang, Huiji Gao, Huan Liu |
| 2014 | ICRA | Mechanical implementation of postural synergies using a simple continuum mechanism. | Kai Xu, Huan Liu, Yuheng Du, Xinjun Sheng, Xiangyang Zhu |
| 2014 | ICWSM | Users Joining Multiple Sites: Distributions and Patterns. | Reza Zafarani, Huan Liu |
| 2013 | CIKM | Modeling temporal effects of human mobile behavior on location-based social networks. | Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu |
| 2013 | CIKM | Seeking provenance of information using social media. | Pritam Gundecha, Zhuo Feng, Huan Liu |
| 2013 | CIKM | A tool for assisting provenance search in social media. | Suhas Ranganath, Pritam Gundecha, Huan Liu |
| 2013 | IJCAI | Social Spammer Detection in Microblogging. | Xia Hu, Jiliang Tang, Yanchao Zhang, Huan Liu |
| 2013 | IJCAI | Exploiting Local and Global Social Context for Recommendation. | Jiliang Tang, Xia Hu, Huiji Gao, Huan Liu |
| 2013 | ICWSM | Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose. | Fred Morstatter, Jrgen Pfeffer, Huan Liu, Kathleen M. Carley |
| 2013 | IGARSS | Gpu rasterization based octree fast generation algorithm for terrain modeling. | Huan Liu, Fan Zhang, Wei Hu |
| 2013 | IGARSS | Effect of ionosphere refraction on spaceborne SAR imaging precision. | Guojun Li, Fan Zhang, Huan Liu, Wei Hu |
| 2013 | KDD | A tool for collecting provenance data in social media. | Pritam Gundecha, Suhas Ranganath, Zhuo Feng, Huan Liu |
| 2012 | CIKM | gSCorr: modeling geo-social correlations for new check-ins on location-based social networks. | Huiji Gao, Jiliang Tang, Huan Liu |
| 2012 | COMSNETS | Steptacular: An incentive mechanism for promoting wellness. | Naini Gomes, Deepak Merugu, Gearid O'Brien, Chinmoy Mandayam, Jia Shuo Yue, Berk Atikoglu, Adrian Albert, Norihiro Fukumoto, Huan Liu, Balaji Prabhakar, Damon Wischik |
| 2012 | ICMLA | Supervised Low Rank Matrix Approximation for Stable Feature Selection. | Salem Alelyani, Huan Liu |
| 2012 | ICMLA | Ensemble Feature Selection in Face Recognition: ICMLA 2012 Challenge. | Salem Alelyani, Huan Liu |
| 2012 | ICWS | Discovering Trust Networks for the Selection of Trustworthy Service Providers in Complex Contextual Social Networks. | Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Huan Liu |
| 2012 | ICWSM | Exploring Social-Historical Ties on Location-Based Social Networks. | Huiji Gao, Jiliang Tang, Huan Liu |
| 2012 | KDD | Navigating information facets on twitter (NIF-T). | Shamanth Kumar, Fred Morstatter, Grant Marshall, Huan Liu, Ullas Nambiar |
| 2011 | AAAI | Understanding User Migration Patterns in Social Media. | Shamanth Kumar, Reza Zafarani, Huan Liu |
| 2011 | CCGRID | Cloud MapReduce: A MapReduce Implementation on Top of a Cloud Operating System. | Huan Liu, Dan Orban |
| 2011 | CIKM | Enhancing accessibility of microblogging messages using semantic knowledge. | Xia Hu, Lei Tang, Huan Liu |
| 2011 | CIKM | Connecting users with similar interests via tag network inference. | Xufei Wang, Huan Liu, Wei Fan |
| 2011 | DASC | A Measurement Study of Server Utilization in Public Clouds. | Huan Liu |
| 2011 | HPCC | A Dilemma in Assessing Stability of Feature Selection Algorithms. | Salem Alelyani, Zheng Zhao, Huan Liu |
| 2011 | ICDM | Document Clustering via Matrix Representation. | Xufei Wang, Jiliang Tang, Huan Liu |
| 2011 | ICTAI | The Effect of the Characteristics of the Dataset on the Selection Stability. | Salem Alelyani, Huan Liu, Lei Wang |
| 2011 | ICTAI | Quantifying Features Using False Nearest Neighbors: An Unsupervised Approach. | Jose Augusto Andrade Filho, Andr C. P. L. F. de Carvalho, Rodrigo Fernandes de Mello, Salem Alelyani, Huan Liu |
| 2011 | ICWSM | TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief. | Shamanth Kumar, Geoffrey Barbier, Mohammad Ali Abbasi, Huan Liu |
| 2011 | ISPDC | A Web Services Selection Approach Based on Personalized QoS Prediction. | Huan Liu, Farong Zhong, Bang OuYang |
| 2011 | KDD | Exploiting vulnerability to secure user privacy on a social networking site. | Pritam Gundecha, Geoffrey Barbier, Huan Liu |
| 2010 | AAAI | Efficient Spectral Feature Selection with Minimum Redundancy. | Zheng Zhao, Lei Wang, Huan Liu |
| 2010 | CCS | A new form of DOS attack in a cloud and its avoidance mechanism. | Huan Liu |
| 2010 | ICDM | Discovering Overlapping Groups in Social Media. | Xufei Wang, Lei Tang, Huiji Gao, Huan Liu |
| 2010 | IROS | Class-specific grasping of 3D objects from a single 2D image. | Han-Pang Chiu, Huan Liu, Leslie Pack Kaelbling, Toms Lozano-Prez |
| 2009 | CIKM | Scalable learning of collective behavior based on sparse social dimensions. | Lei Tang, Huan Liu |
| 2009 | CloudCom | Web Server Farm in the Cloud: Performance Evaluation and Dynamic Architecture. | Huan Liu, Sewook Wee |
| 2009 | CLUSTER | Computing median values in a cloud environment using GridBatch and MapReduce. | Huan Liu, Dan Orban |
| 2009 | ICDM | Connecting Sparsely Distributed Similar Bloggers. | Nitin Agarwal, Huan Liu, Shankara B. Subramanya, John J. Salerno, Philip S. Yu |
| 2009 | ICDM | Uncoverning Groups via Heterogeneous Interaction Analysis. | Lei Tang, Xufei Wang, Huan Liu |
| 2009 | ICDM | Integrating Knowledge in Search of Biologically Relevant Genes. | Zheng Zhao, Shashvata Sharma, Nitin Agarwal, Huan Liu, Jiangxin Wang, Yung Chang |
| 2009 | IJCAI | Multiclass Probabilistic Kernel Discriminant Analysis. | Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye |
| 2009 | IROS | Building a distributed robot garden. | Nikolaus Correll, Nikos Archiga, Adrienne Bolger, Mario Bollini, Benjamin Charrow, Adam Clayton, Felipe Dominguez, Kenneth Donahue, Samuel Dyar, Luke Johnson, Huan Liu, Alexander Patrikalakis, Timothy Robertson, Jeremy Smith, Daniel E. Soltero, Melissa Tanner, Lauren White, Daniela Rus |
| 2009 | ICWSM | BlogTrackers: A Tool for Sociologists to Track and Analyze Blogosphere. | Nitin Agarwal, Shamanth Kumar, Huan Liu, Mark Woodward |
| 2009 | ICWSM | A Social Identity Approach to Identify Familiar Strangers in a Social Network. | Nitin Agarwal, Huan Liu, Sudheendra Murthy, Arunabha Sen, Xufei Wang |
| 2009 | ICWSM | Connecting Corresponding Identities across Communities. | Reza Zafarani, Huan Liu |
| 2008 | CCGRID | GridBatch: Cloud Computing for Large-Scale Data-Intensive Batch Applications. | Huan Liu, Dan Orban |
| 2008 | CIKM | Socialtagger - collaborative tagging for blogs in the long tail. | Shankara B. Subramanya, Huan Liu |
| 2008 | IRI | Robust integration of multiple information sources by view completion. | Shankara B. Subramanya, Baoxin Li, Huan Liu |
| 2008 | ICWE | Clustering Blogs with Collective Wisdom. | Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya |
| 2007 | CVPR | Adaptive Distance Metric Learning for Clustering. | Jieping Ye, Zheng Zhao, Huan Liu |
| 2007 | ICML | Spectral feature selection for supervised and unsupervised learning. | Zheng Zhao, Huan Liu |
| 2007 | IJCAI | Searching for Interacting Features. | Zheng Zhao, Huan Liu |
| 2007 | KDD | Nonlinear adaptive distance metric learning for clustering. | Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu |
| 2007 | KDD | Time-dependent event hierarchy construction. | Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Huan Liu, Philip S. Yu |
| 2006 | Broadnets | Physical Topology Design for All-Optical Networks. | Huan Liu, Fouad A. Tobagi |
| 2006 | ICDE | Query Selection Techniques for Efficient Crawling of Structured Web Sources. | Ping Wu, Ji-Rong Wen, Huan Liu, Wei-Ying Ma |
| 2006 | ICDM | A Balanced Ensemble Approach to Weighting Classifiers for Text Classification. | Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Haixun Wang, David W. Cheung, Huan Liu |
| 2006 | ICML | Feature subset selection bias for classification learning. | Surendra K. Singhi, Huan Liu |
| 2006 | INFOCOM | Power-Law Tradeoffs Between Optical and Electronic Switching. | Huan Liu, Benjamin K. Chen, Fouad A. Tobagi |
| 2005 | FlAIRS | Sensor Sequence Modeling for Driving. | Kari Torkkola, Srihari Venkatesan, Huan Liu |
| 2005 | GLOBECOM | Traffic grooming in WDM/SONET BLSR rings with multiple line speeds. | Huan Liu, Fouad A. Tobagi |
| 2005 | GLOBECOM | On direct routing in the valiant load-balancing architecture. | Huan Liu, Rui Zhang-Shen |
| 2005 | ICDM | Bias Analysis in Text Classification for Highly Skewed Data. | Lei Tang, Huan Liu |
| 2005 | IJCAI | Learning with Labeled Sessions. | Rong Jin, Huan Liu |
| 2005 | IJCAI | A Novel Approach to Model Generation for Heterogeneous Data Classification. | Rong Jin, Huan Liu |
| 2005 | INFOCOM | Traffic grooming in WDM SONET UPSR rings with multiple line speeds. | Huan Liu, Fouad A. Tobagi |
| 2004 | ICML | Robust feature induction for support vector machines. | Rong Jin, Huan Liu |
| 2003 | APWEB | Mining "Hidden Phrase" Definitions from the Web. | Hung V. Nguyen, P. Velamuru, Deepak Kolippakkam, Hasan Davulcu, Huan Liu, M. Ates |
| 2003 | COMPSAC | Situation-Aware Personalized Information Retrieval for Mobile Internet. | Stephen S. Yau, Huan Liu, Dazhi Huang, Yisheng Yao |
| 2003 | ICML | Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution. | Lei Yu, Huan Liu |
| 2003 | IJCAI | Active Learning with Ensembles for Image Classification. | Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola |
| 2002 | GLOBECOM | Reducing cache miss ratio for routing prefix cache. | Huan Liu |
| 2002 | HOTI | Efficient Mapping of Range Classifier into Ternary-CAM. | Huan Liu |
| 2002 | ICDM | Feature Selection for Clustering - A Filter Solution. | Manoranjan Dash, Kiseok Choi, Peter Scheuermann, Huan Liu |
| 2002 | ICML | Feature Selection with Selective Sampling. | Huan Liu, Hiroshi Motoda, Lei Yu |
| 2001 | DASFAA | '1 + 1 > 2': Merging Distance and Density Based Clustering. | Manoranjan Dash, Huan Liu, X. Xu |
| 2001 | HOTI | Reducing routing table size using ternary-CAM. | Huan Liu |
| 2001 | ICCCN | Routing prefix caching in network processor design. | Huan Liu |
| 2001 | ICDM | Efficient Yet Accurate Clustering. | Manoranjan Dash, Kian-Lee Tan, Huan Liu |
| 2000 | CIKM | Sampling from Databases Using B+-Trees. | Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu |
| 1999 | CEC | Towards an evolutionary algorithm: a comparison of two feature selection algorithms. | Kan Chen, Huan Liu |
| 1999 | COMPSAC | Mining Weak Rules. | Huan Liu, Hongjun Lu |
| 1999 | DIS | Feature Selection Using Consistency Measure. | Manoranjan Dash, Huan Liu, Hiroshi Motoda |
| 1998 | DIS | Feature Transformation and Multivariate Decision Tree Induction. | Huan Liu, Rudy Setiono |
| 1998 | ICTAI | Fragmentation problem and automated feature construction. | Rudy Setiono, Huan Liu |
| 1996 | ICML | A Probabilistic Approach to Feature Selection - A Filter Solution. | Huan Liu, Rudy Setiono |
| 1995 | IJCAI | Understanding Neural Networks via Rule Extraction. | Rudy Setiono, Huan Liu |
| 1995 | ICTAI | Chi2: feature selection and discretization of numeric attributes. | Huan Liu, Rudy Setiono |
| 1989 | ICRA | The multi-dimensional quality of task requirements for dextrous robot hand control. | Huan Liu, Thea Iberall, George A. Bekey |
| 1988 | ICRA | Robot hand-eye coordination: shape description and grasping. | Kashipati Rao, Grard G. Medioni, Huan Liu, George A. Bekey |