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Huan Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

456

Venues

54

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2026AAAIModel 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
2026AAAIRAIN: Redundancy-Aware Latent Injection for Quality-Preserving Image Watermarking.Yehan Sun, Rongrong Ni, Chuangchuang Tan, Huan Liu, Wenhao Ni, Renshuai Tao, Yao Zhao
2026ACLToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents.Dawei Li, Yuguang Yao, Zhen Tan, Huan Liu, Ruocheng Guo
2026ACLAGTAO: 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
2026ACLETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning.Xuan Xiong, Huan Liu, Li Gu, Zhixiang Chi, Yue Qiu, Yuanhao Yu, Yang Wang
2026ACLIs 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
2026ACLOne 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
2026NSDIFrom Intention to Practice: Towards Systematic Validation of NIDS Rule Enforcement.Huan Liu, Haoyu Chen, Biang Xu, Jingyao Zhou, Bin Yuan, Qiankun Zhang, Deqing Zou, Hai Jin
2026PAKDDFrom Moderation to Mediation: Can LLMs Serve as Mediators in Online Flame Wars?Dawei Li, Abdullah Alnaibari, Arslan Bisharat, Manuel Sandoval, Deborah L. Hall, Yasin N. Silva, Huan Liu
2026PAKDDCAMO: Causality-Guided Adversarial Multimodal DOmain Generalization for Crisis Classification.Pingchuan Ma, Chengshuai Zhao, Bohan Jiang, Saketh Vishnubhatla, Ujun Jeong, Alimohammad Beigi, Adrienne Raglin, Huan Liu
2026PAKDDDependencyRAG: Dependency-Guided RAG for Multi-hop Question Answering.Mengze Wang, Yefeng Yong, Meiyi Dong, Ying Chen, Wei Huang, Huan Liu
2026WWWCross-Domain Fake News Detection on Unseen Domains via LLM-Based Domain-Aware User Modeling.Xuankai Yang, Yan Wang, Jiajie Zhu, Pengfei Ding, Hongyang Liu, Xiuzhen Zhang, Huan Liu
2026WWWCausality Guided Representation Learning for Cross-Style Hate Speech Detection.Chengshuai Zhao, Shu Wan, Paras Sheth, Karan Patwa, K. Seluk Candan, Huan Liu
2026WSDMWorkshop on Benchmarking Causal Models (CausalBench).K. Selcuk Candan, Huan Liu, Ruocheng Guo, Paras Sheth
2026WSDMReport on the Workshop on Benchmarking Causal Models (CausalBench) 2026.K. Seluk Candan, Ruocheng Guo, Huan Liu, Paras Sheth
2026WSDMOn Causal and Anticausal LLM-based Data Synthesis.Bohan Jiang, Pingchuan Ma, Zhuoyu Shi, Fred Morstatter, Adrienne Raglin, Huan Liu
2026WSDMCausalBench+: Causal-Informed Machine Learning Benchmarking.Ahmet Kapki, Pratanu Mandal, Abhinav Gorantla, Shu Wan, Ertugrul oban, Huan Liu, K. Selcuk Candan
2026WSDMExplaining the 'Unexplainable' Large Language Models.Zhen Tan, Song Wang, Tianlong Chen, Jing Ma, Jundong Li, Huan Liu
2025AAAITuning-Free Accountable Intervention for LLM Deployment - a Metacognitive Approach.Zhen Tan, Jie Peng, Song Wang, Lijie Hu, Tianlong Chen, Huan Liu
2025AAAIC2P-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
2025AAAIODDN: 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
2025ACLIn 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
2025ACLSCALE: 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
2025ADMAKA-CDRE: Knowledge-Augmented Cross-Document Relation Extraction.Huan Liu, Peize Li, Jingzi Gu, Peng Fu, Zheng Lin, Weiping Wang
2025CIKMCausalBench-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
2025CIKMGenerative Models for Synthetic Data: Transforming Data Mining in the GenAI Era.Dawei Li, Yue Huang, Ming Li, Tianyi Zhou, Xiangliang Zhang, Huan Liu
2025CIKMBuilding Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Benchmark.Zhenhui Ou, Dawei Li, Zhen Tan, Wenlin Li, Huan Liu, Siyuan Song
2025CIKMAn 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
2025CIKMGraphRCG: Self-Conditioned Graph Generation.Song Wang, Zhen Tan, Xinyu Zhao, Tianlong Chen, Huan Liu, Jundong Li
2025CIKMCyberBOT: 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
2025COLINGSibyl: 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
2025CVPRUnleashing 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
2025CVPRWindow Token Concatenation for Efficient Visual Large Language Models.Yifan Li, Wentao Bao, Botao Ye, Zhen Tan, Tianlong Chen, Huan Liu, Yu Kong
2025EMNLPFrom 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
2025ICASSPA Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning.Huan Liu, Yuzhe Zhang, Guanjian Liu, Xinxin Du, Haochong Wang, Dalin Zhang
2025ICCVPlug-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
2025ICLRLearning 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
2025ICLRGoodDrag: Towards Good Practices for Drag Editing with Diffusion Models.Zewei Zhang, Huan Liu, Jun Chen, Xiangyu Xu
2025ICONIPFPG2DNet: 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
2025IJCAIInterpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract).Zhen Tan, Lu Cheng, Song Wang, Bo Yuan, Jundong Li, Huan Liu
2025IJCAIVidEvo: Evolving Video Editing through Exhaustive Temporal Modeling.Sizhe Dang, Huan Liu, Mengmeng Wang, Xin Lai, Guang Dai, Jingdong Wang
2025IJCAIHGMP: Heterogeneous Graph Multi-Task Prompt Learning.Pengfei Jiao, Jialong Ni, Di Jin, Xuan Guo, Huan Liu, Hongjiang Chen, Yanxian Bi
2025IJCAIHeterogeneous Temporal Hypergraph Neural Network.Huan Liu, Pengfei Jiao, Mengzhou Gao, Chaochao Chen, Di Jin
2025ICRAAn Average-Distance Minimizing Motion Sweep for Bounded Spatial Objects and Its Application in Bzier-Like Freeform Motion Generation.Huan Liu, Qiaode Jeffrey Ge
2025KDDAI4DE: 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
2025KDDCausalBench: Causal Learning Research Streamlined.Ahmet Kapki, Pratanu Mandal, Abhinav Gorantla, Shu Wan, Ertugrul oban, Paras Sheth, Huan Liu, K. Seluk Candan
2025KDDRelKD 2025: The Third International Workshop on Resource-Efficient Learning for Knowledge Discovery.Chuxu Zhang, Kaize Ding, Jundong Li, Dongkuan Xu, Haoyu Wang, Derek Zhiyuan Cheng, Huan Liu
2025MICCAIA Virtual Domain Collaborative Learning Framework for Semi-supervised Microscopic Hyperspectral Image Segmentation.Geng Qin, Huan Liu, Wei Li, Haihao Zhang, Yuxing Guo
2025PRICAIBest of Both Worlds? A Glance at Efficient Reasoning for LLM-Based Machine Translation.Hao Zong, Wentao Chen, Chao Bei, Conghu Yuan, Huan Liu, Kaiyu Huang, Degen Huang
2025WWWResource-Efficient Learning for the Web.Chuxu Zhang, Kaize Ding, Jundong Li, Dongkuan Xu, Haoyu Wang, Derek Zhiyuan Cheng, Huan Liu
2025WWWRelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web.Chuxu Zhang, Kaize Ding, Jundong Li, Dongkuan Xu, Haoyu Wang, Derek Zhiyuan Cheng, Huan Liu
2024AAAICyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMs.Garima Agrawal, Kuntal Pal, Yuli Deng, Huan Liu, Ying-Chih Chen
2024AAAISterling: Synergistic Representation Learning on Bipartite Graphs.Baoyu Jing, Yuchen Yan, Kaize Ding, Chanyoung Park, Yada Zhu, Huan Liu, Hanghang Tong
2024AAAITest-Time Personalization with Meta Prompt for Gaze Estimation.Huan Liu, Julia Qi, Zhenhao Li, Mohammad Hassanpour, Yang Wang, Konstantinos N. Plataniotis, Yuanhao Yu
2024AAAISparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention.Zhen Tan, Tianlong Chen, Zhenyu Zhang, Huan Liu
2024AAAISAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection.Jiahao Wang, Caixia Yan, Weizhan Zhang, Huan Liu, Hao Sun, Qinghua Zheng
2024ACLJORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning.Anique Tahir, Lu Cheng, Huan Liu
2024CIKMIntroducing 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
2024CSCWDWatch 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
2024CVPRNTIRE 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
2024CVPRForgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection.Huan Liu, Zichang Tan, Chuangchuang Tan, Yunchao Wei, Jingdong Wang, Yao Zhao
2024CVPRRethinking 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
2024DACLeanor: 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
2024DSAAModel 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
2024DSAAMedia 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
2024EACLContextualization Distillation from Large Language Model for Knowledge Graph Completion.Dawei Li, Zhen Tan, Tianlong Chen, Huan Liu
2024EACLExploiting Class Probabilities for Black-box Sentence-level Attacks.Bahman Moraffah, Huan Liu
2024ECCVFacial Affective Behavior Analysis with Instruction Tuning.Yifan Li, Anh Dao, Wentao Bao, Zhen Tan, Tianlong Chen, Huan Liu, Yu Kong
2024EMNLPDALK: 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
2024EMNLPDefending 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
2024EMNLPLarge 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
2024EMNLPGlue 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
2024ICASSPPersota 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
2024ICASSPTowards 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
2024ICDELeaderKV: 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
2024ICLRAdapting to Distribution Shift by Visual Domain Prompt Generation.Zhixiang Chi, Li Gu, Tao Zhong, Huan Liu, Yuanhao Yu, Konstantinos N. Plataniotis, Yang Wang
2024IJCNNExploiting Visual Relation and Multi-Grained Knowledge for Multimodal Relation Extraction.Qianru Shen, Hailun Lin, Huan Liu, Zheng Lin, Weiping Wang
2024ICWSMExploring Platform Migration Patterns between Twitter and Mastodon: A User Behavior Study.Ujun Jeong, Paras Sheth, Anique Tahir, Faisal Alatawi, H. Russell Bernard, Huan Liu
2024KDDA Hierarchical and Disentangling Interest Learning Framework for Unbiased and True News Recommendation.Shoujin Wang, Wentao Wang, Xiuzhen Zhang, Yan Wang, Huan Liu, Fang Chen
2024KDDRelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery.Chuxu Zhang, Dongkuan Xu, Kaize Ding, Jundong Li, Mojan Javaheripi, Subhabrata Mukherjee, Nitesh V. Chawla, Huan Liu
2024NAACLCan Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey.Garima Agrawal, Tharindu Kumarage, Zeyad Alghamdi, Huan Liu
2024PAKDDAdversarial Text Purification: A Large Language Model Approach for Defense.Raha Moraffah, Shubh Khandelwal, Amrita Bhattacharjee, Huan Liu
2024PAKDDInterpreting Pretrained Language Models via Concept Bottlenecks.Zhen Tan, Lu Cheng, Song Wang, Bo Yuan, Jundong Li, Huan Liu
2024SIGIRResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement.Saurabh Bhausaheb Zinjad, Amrita Bhattacharjee, Amey Bhilegaonkar, Huan Liu
2024WACVMGM-AE: Self-Supervised Learning on 3D Shape Using Mesh Graph Masked Autoencoders.Zhangsihao Yang, Kaize Ding, Huan Liu, Yalin Wang
2024WSDMCausality Guided Disentanglement for Cross-Platform Hate Speech Detection.Paras Sheth, Raha Moraffah, Tharindu S. Kumarage, Aman Chadha, Huan Liu
2024SDMUser Migration across Multiple Social Media Platforms.Ujun Jeong, Ayushi Nirmal, Kritshekhar Jha, Xu Tang, H. Russell Bernard, Huan Liu
2024SDMDisinformation Detection: An Evolving Challenge in the Age of LLMs.Bohan Jiang, Zhen Tan, Ayushi Nirmal, Huan Liu
2024SDMLabel Distribution Learning-Enhanced Dual-KNN for Text Classification.Bo Yuan, Yulin Chen, Zhen Tan, Jinyan Wang, Huan Liu, Yin Zhang
2023AAAIEliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning.Kaize Ding, Yancheng Wang, Yingzhen Yang, Huan Liu
2023CIKMA Two-tier Shared Embedding Method for Review-based Recommender Systems.Zhen Yang, Junrui Liu, Tong Li, Di Wu, Shiqiu Yang, Huan Liu
2023CIKMSTREAMS: 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
2023CIKMFairness through Aleatoric Uncertainty.Anique Tahir, Lu Cheng, Huan Liu
2023CIKMLearning Node Abnormality with Weak Supervision.Qinghai Zhou, Kaize Ding, Huan Liu, Hanghang Tong
2023CVPRNTIRE 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
2023CVPRSwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge.Ke Chen, Liangyan Li, Huan Liu, Yunzhe Li, Congling Tang, Jun Chen
2023CVPRContrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank.Shirui Huang, Keyan Wang, Huan Liu, Jun Chen, Yunsong Li
2023CVPRA Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer.Yangyi Liu, Huan Liu, Liangyan Li, Zijun Wu, Jun Chen
2023EMNLPHow Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts.Tharindu Kumarage, Paras Sheth, Raha Moraffah, Joshua Garland, Huan Liu
2023ICANNTransNoise: Transferable Universal Adversarial Noise for Adversarial Attack.Yier Wei, Haichang Gao, Yufei Wang, Huan Liu, Yipeng Gao, Sainan Luo, Qianwen Guo
2023ICCVGroup 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
2023ICDMSilence Speaks Volumes: Re-weighting Techniques for Under-Represented Users in Fake News Detection.Mansooreh Karami, David Mosallanezhad, Paras Sheth, Huan Liu
2023ICONIPSpatially-Aware Human-Object Interaction Detection with Cross-Modal Enhancement.Gaowen Liu, Huan Liu, Caixia Yan, Yuyang Guo, Rui Li, Sizhe Dang
2023IJCNLPConDA: Contrastive Domain Adaptation for AI-generated Text Detection.Amrita Bhattacharjee, Tharindu Kumarage, Raha Moraffah, Huan Liu
2023IJCNLPJ-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
2023IJCNNAn Efficient Frequency Domain Separation Network for Paired and Unpaired Image Super-Resolution.Huan Liu, Mingwen Shao, Yuanjian Qiao, Fukang Liu
2023IJCNNSchema Item Matters in Knowledge Base Question Answering.Zhe Wen, Qingyi Si, Zheng Lin, Huan Liu, Peng Fu, Weiping Wang
2023INFOCOMBs-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
2023KDDLearning Strong Graph Neural Networks with Weak Information.Yixin Liu, Kaize Ding, Jianling Wang, Vincent C. S. Lee, Huan Liu, Shirui Pan
2023KDDSocially Responsible Machine Learning: A Causal Perspective.Raha Moraffah, Amir-Hossein Karimi, Adrienne Raglin, Huan Liu
2023KDDVirtual Node Tuning for Few-shot Node Classification.Zhen Tan, Ruocheng Guo, Kaize Ding, Huan Liu
2023KDDContrastive Meta-Learning for Few-shot Node Classification.Song Wang, Zhen Tan, Huan Liu, Jundong Li
2023SIGIRHyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer.Kaize Ding, Albert Jiongqian Liang, Bryan Perozzi, Ting Chen, Ruoxi Wang, Lichan Hong, Ed H. Chi, Huan Liu, Derek Zhiyuan Cheng
2023WACVMeta-Auxiliary Learning for Future Depth Prediction in Videos.Huan Liu, Zhixiang Chi, Yuanhao Yu, Yang Wang, Jun Chen, Jin Tang
2023SEKEMulti-source Machine Reading Comprehension with Meta-Learning and Adaptive Adversarial Training.Zhe Wen, Yatao Qi, Huan Liu, Zheng Lin, Weiping Wang
2023WSDMGOOD-D: On Unsupervised Graph Out-Of-Distribution Detection.Yixin Liu, Kaize Ding, Huan Liu, Shirui Pan
2022AAAIMeta Propagation Networks for Graph Few-shot Semi-supervised Learning.Kaize Ding, Jianling Wang, James Caverlee, Huan Liu
2022COLINGDebiasing Word Embeddings with Nonlinear Geometry.Lu Cheng, Nayoung Kim, Huan Liu
2022CVPRMetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning.Zhixiang Chi, Li Gu, Huan Liu, Yang Wang, Yuanhao Yu, Jin Tang
2022CVPRTowards Multi-domain Single Image Dehazing via Test-time Training.Huan Liu, Zijun Wu, Liangyan Li, Sadaf Salehkalaibar, Jun Chen, Keyan Wang
2022CVPRNTIRE 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
2022ECCVFew-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay.Huan Liu, Li Gu, Zhixiang Chi, Yang Wang, Yuanhao Yu, Jun Chen, Jin Tang
2022EMNLPAdaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation.Junpeng Liu, Kaiyu Huang, Jiuyi Li, Huan Liu, Jinsong Su, Degen Huang
2022ICANNImproving Stylized Image Captioning with Better Use of Transformer.Yutong Tan, Zheng Lin, Huan Liu, Fan Zuo
2022ICDMQuery-Efficient Target-Agnostic Black-Box Attack.Raha Moraffah, Huan Liu
2022ICDMPhysics-Informed Graph Learning.Ciyuan Peng, Feng Xia, Vidya Saikrishna, Huan Liu
2022ICDMGeneralized Few-Shot Node Classification.Zhe Xu, Kaize Ding, Yu-Xiong Wang, Huan Liu, Hanghang Tong
2022ICLRLossy Compression with Distribution Shift as Entropy Constrained Optimal Transport.Huan Liu, George Zhang, Jun Chen, Ashish J. Khisti
2022IJCAIText Transformations in Contrastive Self-Supervised Learning: A Review.Amrita Bhattacharjee, Mansooreh Karami, Huan Liu
2022IJCAIFew-Shot Learning on Graphs.Chuxu Zhang, Kaize Ding, Jundong Li, Xiangliang Zhang, Yanfang Ye, Nitesh V. Chawla, Huan Liu
2022IROSParticle Swarm Optimizer-based Attack Strategy with Swarm Robots.Huan Liu, Junqi Zhang, MengChu Zhou
2022ICWSMEffects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication.Lu Cheng, Ruocheng Guo, Kasim Seluk Candan, Huan Liu
2022IECONA 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
2022KDDToward Graph Minimally-Supervised Learning.Kaize Ding, Chuxu Zhang, Jie Tang, Nitesh V. Chawla, Huan Liu
2022KDDThe KDD 2022 Workshop on Causal Discovery (CD2022).Thuc Duy Le, Lin Liu, Emre Kiciman, Sofia Triantafyllou, Huan Liu
2022PRICAIPEKIN: Prompt-Based External Knowledge Integration Network for Rumor Detection on Social Media.Ziang Hu, Huan Liu, Kun Li, Yuhang Wang, Zongzhen Liu, Xiaodan Zhang
2022WWWDomain Adaptive Fake News Detection via Reinforcement Learning.Ahmadreza Mosallanezhad, Mansooreh Karami, Kai Shu, Michelle V. Mancenido, Huan Liu
2022WWW"This is Fake! Shared it by Mistake": Assessing the Intent of Fake News Spreaders.Xinyi Zhou, Kai Shu, Vir V. Phoha, Huan Liu, Reza Zafarani
2022SIGIRBias Mitigation for Toxicity Detection via Sequential Decisions.Lu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva, Deborah L. Hall, Huan Liu
2022UICBayesian Contrastive Representation Learning for Dynamic Graph.Zian Wu, Huijun Tang, Huan Liu
2022WSDMEstimating Causal Effects of Multi-Aspect Online Reviews with Multi-Modal Proxies.Lu Cheng, Ruocheng Guo, Huan Liu
2022WSDMCausal Mediation Analysis with Hidden Confounders.Lu Cheng, Ruocheng Guo, Huan Liu
2022WSDMGraph Minimally-supervised Learning.Kaize Ding, Jundong Li, Nitesh V. Chawla, Huan Liu
2022WSDMGraph Few-shot Class-incremental Learning.Zhen Tan, Kaize Ding, Ruocheng Guo, Huan Liu
2022SISAPCausal Disentanglement with Network Information for Debiased Recommendations.Paras Sheth, Ruocheng Guo, Kaize Ding, Lu Cheng, K. Seluk Candan, Huan Liu
2022VDAVisualizing and Slicing Topological Surfaces in Four Dimensions.Huan Liu, Hui Zhang
2021AAAIFact-Enhanced Synthetic News Generation.Kai Shu, Yichuan Li, Kaize Ding, Huan Liu
2021ACLMitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach.Lu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva, Deborah L. Hall, Huan Liu
2021CIKMTowards Anomaly-resistant Graph Neural Networks via Reinforcement Learning.Kaize Ding, Xuan Shan, Huan Liu
2021CIKMCauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods.Paras Sheth, Ujun Jeong, Ruocheng Guo, Huan Liu, K. Seluk Candan
2021CSCWDAn Orthogonal Learning Design Whale Optimization Algorithm with Clustering Mechanism.Fuqing Zhao, Haizhu Bao, Huan Liu
2021CSCWDA Novel Fruit Fly Optimization Algorithm with Vision Scanning Search and Extensive Learning Mechanism.Fuqing Zhao, Ruiqing Ding, Jianxin Tang, Huan Liu
2021CSCWDElitist Guided Parameter Adaptive Brain Storm Optimization Algorithm.Fuqing Zhao, Xiaotong Hu, Jinlong Zhao, Huan Liu
2021CVPRDW-GAN: A Discrete Wavelet Transform GAN for NonHomogeneous Dehazing.Minghan Fu, Huan Liu, Yankun Yu, Jun Chen, Keyan Wang
2021CVPRA Two-Branch Neural Network for Non-Homogeneous Dehazing via Ensemble Learning.Yankun Yu, Huan Liu, Minghan Fu, Jun Chen, Xiyao Wang, Keyan Wang
2021EMNLPLearning to Selectively Learn for Weakly-supervised Paraphrase Generation.Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
2021ICANNFMSNet: Underwater Image Restoration by Learning from a Synthesized Dataset.Xiangyu Yin, Xiaohong Liu, Huan Liu
2021ICDEReliable Recommendation with Review-level Explanations.Yanzhang Lyu, Hongzhi Yin, Jun Liu, Mengyue Liu, Huan Liu, Shizhuo Deng
2021IJCAICausal Learning for Socially Responsible AI.Lu Cheng, Ahmadreza Mosallanezhad, Paras Sheth, Huan Liu
2021IJCAIA Comparative Survey: Benchmarking for Pool-based Active Learning.Xueying Zhan, Huan Liu, Qing Li, Antoni B. Chan
2021KDDCausal Understanding of Fake News Dissemination on Social Media.Lu Cheng, Ruocheng Guo, Kai Shu, Huan Liu
2021KDDPreface: The 2021 ACM SIGKDD Workshop on Causal Discovery.Thuc Duy Le, Jiuyong Li, Gregory F. Cooper, Sofia Triantafyllou, Elias Bareinboim, Huan Liu, Negar Kiyavash
2021KDDThe KDD 2021 Workshop on Causal Discovery (CD2021).Thuc Duy Le, Jiuyong Li, Gregory F. Cooper, Sofia Triantafillou, Elias Bareinboim, Huan Liu, Negar Kiyavash
2021WWWFew-shot Network Anomaly Detection via Cross-network Meta-learning.Kaize Ding, Qinghai Zhou, Hanghang Tong, Huan Liu
2021WWWImproving Cyberbullying Detection with User Interaction.Suyu Ge, Lu Cheng, Huan Liu
2021WSDMLong-Term Effect Estimation with Surrogate Representation.Lu Cheng, Ruocheng Guo, Huan Liu
2020AAAITracking Disaster Footprints with Social Streaming Data.Lu Cheng, Jundong Li, K. Seluk Candan, Huan Liu
2020APWEBWEKE: Learning Word Embeddings for Keyphrase Extraction.Yuxiang Zhang, Huan Liu, Bei Shi, Xiaoli Li, Suge Wang
2020CIKMThe 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
2020CIKMUnsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model.Lu Cheng, Kai Shu, Siqi Wu, Yasin N. Silva, Deborah L. Hall, Huan Liu
2020CIKMChallenges in Combating COVID-19 Infodemic - Data, Tools, and Ethics.Kaize Ding, Kai Shu, Yichuan Li, Amrita Bhattacharjee, Huan Liu
2020CIKMGraph Prototypical Networks for Few-shot Learning on Attributed Networks.Kaize Ding, Jianling Wang, Jundong Li, Kai Shu, Chenghao Liu, Huan Liu
2020ECIREarly Detection of Rumours on Twitter via Stance Transfer Learning.Lin Tian, Xiuzhen Zhang, Yan Wang, Huan Liu
2020EMNLPBe More with Less: Hypergraph Attention Networks for Inductive Text Classification.Kaize Ding, Jianling Wang, Jundong Li, Dingcheng Li, Huan Liu
2020FASTHotRing: A Hotspot-Aware In-Memory Key-Value Store.Jiqiang Chen, Liang Chen, Sheng Wang, Guoyun Zhu, Yuanyuan Sun, Huan Liu, Feifei Li
2020IJCAIInductive Anomaly Detection on Attributed Networks.Kaize Ding, Jundong Li, Nitin Agarwal, Huan Liu
2020IJCAIIGNITE: 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
2020ICWSMHierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation.Kai Shu, Deepak Mahudeswaran, Suhang Wang, Huan Liu
2020ISNNAn Efficient Method of Advertising on Online Social Networks.Xitao Zou, Huan Liu, Xiangguang Dai, Jiang Xiong, Nian Zhang
2020KDDDebiasing Grid-based Product Search in E-commerce.Ruocheng Guo, Xiaoting Zhao, Adam Henderson, Liangjie Hong, Huan Liu
2020MICCAIExploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural Networks.Mingxin Jiang, Shimin Yang, Jiadong Yan, Shu Zhang, Huan Liu, Lin Zhao, Haixing Dai, Jinglei Lv, Tuo Zhang, Tianming Liu, Keith M. Kendrick, Xi Jiang
2020SIGIRNext-item Recommendation with Sequential Hypergraphs.Jianling Wang, Kaize Ding, Liangjie Hong, Huan Liu, James Caverlee
2020WSDMPrivacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning.Ghazaleh Beigi, Ahmadreza Mosallanezhad, Ruocheng Guo, Hamidreza Alvari, Alexander Nou, Huan Liu
2020WSDMLearning Individual Causal Effects from Networked Observational Data.Ruocheng Guo, Jundong Li, Huan Liu
2020SDMRepresentation Learning for Imbalanced Cross-Domain Classification.Lu Cheng, Ruocheng Guo, K. Seluk Candan, Huan Liu
2020SDMCounterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data.Ruocheng Guo, Jundong Li, Huan Liu
2019AAAIUnsupervised Fake News Detection on Social Media: A Generative Approach.Shuo Yang, Kai Shu, Suhang Wang, Renjie Gu, Fan Wu, Huan Liu
2019CIKMBigScholar 2019: The 6th Workshop on Big Scholarly Data.Feng Xia, Huan Liu, Irwin King, Kuansan Wang
2019CIKMdEFEND: A System for Explainable Fake News Detection.Limeng Cui, Kai Shu, Suhang Wang, Dongwon Lee, Huan Liu
2019CIKM#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
2019CIKMBeyond word2vec: Distance-graph Tensor Factorization for Word and Document Embeddings.Suhang Wang, Charu C. Aggarwal, Huan Liu
2019EMNLPDeep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference.Ahmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu
2019ICONIPWriting Style Adversarial Network for Handwritten Chinese Character Recognition.Huan Liu, Shujing Lyu, Hongjian Zhan, Yue Lu
2019IJCAIPI-Bully: Personalized Cyberbullying Detection with Peer Influence.Lu Cheng, Jundong Li, Yasin N. Silva, Deborah L. Hall, Huan Liu
2019IJCAIInterSpot: Interactive Spammer Detection in Social Media.Kaize Ding, Jundong Li, Shivam Dhar, Shreyash Devan, Huan Liu
2019ISRRThe PRISMA Hand II: A Sensorized Robust Hand for Adaptive Grasp and In-Hand Manipulation.Huan Liu, Pasquale Ferrentino, Salvatore Pirozzi, Bruno Siciliano, Fanny Ficuciello
2019KDDLearning 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
2019KDDAdaptive Unsupervised Feature Selection on Attributed Networks.Jundong Li, Ruocheng Guo, Chenghao Liu, Huan Liu
2019KDDdEFEND: Explainable Fake News Detection.Kai Shu, Limeng Cui, Suhang Wang, Dongwon Lee, Huan Liu
2019KDDFake News Research: Theories, Detection Strategies, and Open Problems.Reza Zafarani, Xinyi Zhou, Kai Shu, Huan Liu
2019MICCAIExploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder.Shijie Zhao, Yan Cui, Yaowu Chen, Xin Zhang, Wei Zhang, Huan Liu, Junwei Han, Lei Guo, Li Xie, Tianming Liu
2019PAKDDExtracting Keyphrases from Research Papers Using Word Embeddings.Wei Fan, Huan Liu, Suge Wang, Yuxiang Zhang, Yaocheng Chang
2019WWWSigned Link Prediction with Sparse Data: The Role of Personality Information.Ghazaleh Beigi, Suhas Ranganath, Huan Liu
2019WWWRobust Cyberbullying Detection with Causal Interpretation.Lu Cheng, Ruocheng Guo, Huan Liu
2019UICAbductive Causal Reasoning for Internet of Things.Adrienne Raglin, Anshuman Venkateswaran, Huan Liu
2019WSDMProtecting User Privacy: An Approach for Untraceable Web Browsing History and Unambiguous User Profiles.Ghazaleh Beigi, Ruocheng Guo, Alexander Nou, Yanchao Zhang, Huan Liu
2019WSDMXBully: Cyberbullying Detection within a Multi-Modal Context.Lu Cheng, Jundong Li, Yasin N. Silva, Deborah L. Hall, Huan Liu
2019WSDMInteractive Anomaly Detection on Attributed Networks.Kaize Ding, Jundong Li, Huan Liu
2019WSDMLinked Variational AutoEncoders for Inferring Substitutable and Supplementary Items.Vineeth Rakesh, Suhang Wang, Kai Shu, Huan Liu
2019WSDMBeyond News Contents: The Role of Social Context for Fake News Detection.Kai Shu, Suhang Wang, Huan Liu
2019WSDMFake News: Fundamental Theories, Detection Strategies and Challenges.Xinyi Zhou, Reza Zafarani, Kai Shu, Huan Liu
2019SDMHierarchical Attention Networks for Cyberbullying Detection on the Instagram Social Network.Lu Cheng, Ruocheng Guo, Yasin N. Silva, Deborah L. Hall, Huan Liu
2019SDMDeep Anomaly Detection on Attributed Networks.Kaize Ding, Jundong Li, Rohit Bhanushali, Huan Liu
2018AAAIUnsupervised Personalized Feature Selection.Jundong Li, Liang Wu, Harsh Dani, Huan Liu
2018AAAIExploiting Emotion on Reviews for Recommender Systems.Xuying Meng, Suhang Wang, Huan Liu, Yujun Zhang
2018AAAIPersonalized Privacy-Preserving Social Recommendation.Xuying Meng, Suhang Wang, Kai Shu, Jundong Li, Bo Chen, Huan Liu, Yujun Zhang
2018AAAISparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data.Guansong Pang, Longbing Cao, Ling Chen, Defu Lian, Huan Liu
2018CIKM"Bridge": Enhanced Signed Directed Network Embedding.Yiqi Chen, Tieyun Qian, Huan Liu, Ke Sun
2018CIKMTowards Explainable Networked Prediction.Liangyue Li, Hanghang Tong, Huan Liu
2018CIKMLinked Causal Variational Autoencoder for Inferring Paired Spillover Effects.Vineeth Rakesh, Ruocheng Guo, Raha Moraffah, Nitin Agarwal, Huan Liu
2018CIKMAdaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation.Junliang Yu, Min Gao, Jundong Li, Hongzhi Yin, Huan Liu
2018ICCSAn Effective Model Between Mobile Phone Usage and P2P Default Behavior.Huan Liu, Lin Ma, Xi Zhao, Jianhua Zou
2018ICDMDeep Headline Generation for Clickbait Detection.Kai Shu, Suhang Wang, Thai Le, Dongwon Lee, Huan Liu
2018ICDMInteractive Unknowns Recommendation in E-Learning Systems.Shan-Yun Teng, Jundong Li, Lo Pang-Yun Ting, Kun-Ta Chuang, Huan Liu
2018ICMVDeep learning for UAV autonomous landing based on self-built image dataset.Yinbo Xu, Yongwei Zhang, Huan Liu, Xiangke Wang
2018IJCAIINITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process.Ruocheng Guo, Jundong Li, Huan Liu
2018IJCAIANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks.Zhen Peng, Minnan Luo, Jundong Li, Huan Liu, Qinghua Zheng
2018KDDLearning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection.Guansong Pang, Longbing Cao, Ling Chen, Huan Liu
2018MICCAIMultimodal Fusion of Brain Networks with Longitudinal Couplings.Wen Zhang, Kai Shu, Suhang Wang, Huan Liu, Yalin Wang
2018WWWUnderstanding and Predicting Delay in Reciprocal Relations.Jundong Li, Jiliang Tang, Yilin Wang, Yali Wan, Yi Chang, Huan Liu
2018SIGIRTurning Clicks into Purchases: Revenue Optimization for Product Search in E-Commerce.Liang Wu, Diane Hu, Liangjie Hong, Huan Liu
2018WSDMStreaming Link Prediction on Dynamic Attributed Networks.Jundong Li, Kewei Cheng, Liang Wu, Huan Liu
2018WSDMLeveraging Implicit Contribution Amounts to Facilitate Microfinancing Requests.Suhas Ranganath, Ghazaleh Beigi, Huan Liu
2018WSDMCrossFire: Cross Media Joint Friend and Item Recommendations.Kai Shu, Suhang Wang, Jiliang Tang, Yilin Wang, Huan Liu
2018WSDMTracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate.Liang Wu, Huan Liu
2018SDMToward Relational Learning with Misinformation.Liang Wu, Jundong Li, Fred Morstatter, Huan Liu
2018SDMMulti-Layered Network Embedding.Jundong Li, Chen Chen, Hanghang Tong, Huan Liu
2017AAAIUnsupervised Sentiment Analysis with Signed Social Networks.Kewei Cheng, Jundong Li, Jiliang Tang, Huan Liu
2017AAAICLARE: A Joint Approach to Label Classification and Tag Recommendation.Yilin Wang, Suhang Wang, Jiliang Tang, Guo-Jun Qi, Huan Liu, Baoxin Li
2017CIKMAttributed Network Embedding for Learning in a Dynamic Environment.Jundong Li, Harsh Dani, Xia Hu, Jiliang Tang, Yi Chang, Huan Liu
2017CIKMAttributed Signed Network Embedding.Suhang Wang, Charu C. Aggarwal, Jiliang Tang, Huan Liu
2017IJCAIRadar: Residual Analysis for Anomaly Detection in Attributed Networks.Jundong Li, Harsh Dani, Xia Hu, Huan Liu
2017IJCAIReconstruction-based Unsupervised Feature Selection: An Embedded Approach.Jundong Li, Jiliang Tang, Huan Liu
2017IJCAIHow Unlabeled Web Videos Help Complex Event Detection?Huan Liu, Qinghua Zheng, Minnan Luo, Dingwen Zhang, Xiaojun Chang, Cheng Deng
2017IJCAILearning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection.Guansong Pang, Longbing Cao, Ling Chen, Huan Liu
2017ICWSMEarly Identification of Personalized Trending Topics in Microblogging.Liang Wu, Xia Hu, Huan Liu
2017ICWSMAdaptive Spammer Detection with Sparse Group Modeling.Liang Wu, Xia Hu, Fred Morstatter, Huan Liu
2017ICWSMDetecting Camouflaged Content Polluters.Liang Wu, Xia Hu, Fred Morstatter, Huan Liu
2017ISSREPerman: Fine-Grained Permission Management for Android Applications.Jiaojiao Fu, Yangfan Zhou, Huan Liu, Yu Kang, Xin Wang
2017KDDUnsupervised Feature Selection in Signed Social Networks.Kewei Cheng, Jundong Li, Huan Liu
2017KDDRandomized Feature Engineering as a Fast and Accurate Alternative to Kernel Methods.Suhang Wang, Charu C. Aggarwal, Huan Liu
2017KSEMCollaborative Filtering via Different Preference Structures.Shaowu Liu, Na Pang, Guandong Xu, Huan Liu
2017WWWWhat Your Images Reveal: Exploiting Visual Contents for Point-of-Interest Recommendation.Suhang Wang, Yilin Wang, Jiliang Tang, Kai Shu, Suhas Ranganath, Huan Liu
2017SDMToward Personalized Relational Learning.Jundong Li, Liang Wu, Osmar R. Zaane, Huan Liu
2017SDMUsing a Random Forest to Inspire a Neural Network and Improving on It.Suhang Wang, Charu C. Aggarwal, Huan Liu
2017SDMSigned Network Embedding in Social Media.Suhang Wang, Jiliang Tang, Charu C. Aggarwal, Yi Chang, Huan Liu
2017SDMExploiting Hierarchical Structures for Unsupervised Feature Selection.Suhang Wang, Yilin Wang, Jiliang Tang, Charu C. Aggarwal, Suhas Ranganath, Huan Liu
2017SDMGleaning Wisdom from the Past: Early Detection of Emerging Rumors in Social Media.Liang Wu, Jundong Li, Xia Hu, Huan Liu
2016AAAIPredicting Online Protest Participation of Social Media Users.Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu
2016AAAIRecommendation with Social Dimensions.Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu
2016ACLA Novel Measure for Coherence in Statistical Topic Models.Fred Morstatter, Huan Liu
2016CIKMFeatureMiner: A Tool for Interactive Feature Selection.Kewei Cheng, Jundong Li, Huan Liu
2016CIKMLeveraging the Implicit Structure within Social Media for Emergent Rumor Detection.Justin Sampson, Fred Morstatter, Liang Wu, Huan Liu
2016CIKMLinked Document Embedding for Classification.Suhang Wang, Jiliang Tang, Charu C. Aggarwal, Huan Liu
2016CIKMPaired Restricted Boltzmann Machine for Linked Data.Suhang Wang, Jiliang Tang, Fred Morstatter, Huan Liu
2016CVPRPPP: Joint Pointwise and Pairwise Image Label Prediction.Yilin Wang, Suhang Wang, Jiliang Tang, Huan Liu, Baoxin Li
2016ICDMToward Time-Evolving Feature Selection on Dynamic Networks.Jundong Li, Xia Hu, Ling Jian, Huan Liu
2016ICDMUnsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings.Guansong Pang, Longbing Cao, Ling Chen, Huan Liu
2016IGARSSLiDAR point classification based on joint sparse representation in kernel space.Bingqian Xie, Yanfeng Gu, Qingwang Wang, Huan Liu
2016IJCAIMulti-Label Informed Feature Selection.Ling Jian, Jundong Li, Kai Shu, Huan Liu
2016ICWSMSigned Link Analysis in Social Media Networks.Ghazaleh Beigi, Jiliang Tang, Huan Liu
2016ICWSMExploring Personal Attributes from Unprotected Interactions.Pritam Gundecha, Jiliang Tang, Xia Hu, Huan Liu
2016ICWSMCommunity Cores: Removing Size Bias from Community Detection.Isaac Jones, Ran Wang, Jiawei Han, Huan Liu
2016ICWSMIdentifying Rhetorical Questions in Social Media.Suhas Ranganath, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu
2016ICWSMYour Age Is No Secret: Inferring Microbloggers' Ages via Content and Interaction Analysis.Jinxue Zhang, Xia Hu, Yanchao Zhang, Huan Liu
2016WWWCan One Tamper with the Sample API?: Toward Neutralizing Bias from Spam and Bot Content.Fred Morstatter, Harsh Dani, Justin Sampson, Huan Liu
2016WWWRecommendations in Signed Social Networks.Jiliang Tang, Charu C. Aggarwal, Huan Liu
2016WSDMUnderstanding and Identifying Advocates for Political Campaigns on Social Media.Suhas Ranganath, Xia Hu, Jiliang Tang, Huan Liu
2016WSDMRelational Learning with Social Status Analysis.Liang Wu, Xia Hu, Huan Liu
2016SDMExploiting Emotional Information for Trust/Distrust Prediction.Ghazaleh Beigi, Jiliang Tang, Suhang Wang, Huan Liu
2016SDMRobust Unsupervised Feature Selection on Networked Data.Jundong Li, Xia Hu, Liang Wu, Huan Liu
2016SDMNode Classification in Signed Social Networks.Jiliang Tang, Charu C. Aggarwal, Huan Liu
2015AAAIContent-Aware Point of Interest Recommendation on Location-Based Social Networks.Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu
2015AAAILeveraging Social Foci for Information Seeking in Social Media.Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu
2015AAAIEmbedded Unsupervised Feature Selection.Suhang Wang, Jiliang Tang, Huan Liu
2015CIKMUnsupervised Streaming Feature Selection in Social Media.Jundong Li, Xia Hu, Jiliang Tang, Huan Liu
2015CIKMToward Dual Roles of Users in Recommender Systems.Suhang Wang, Jiliang Tang, Huan Liu
2015CIKM10 Bits of Surprise: Detecting Malicious Users with Minimum Information.Reza Zafarani, Huan Liu
2015ICDMSocial Answer: A System for Finding Appropriate Sites for Questions in Social Media.Harsh Dani, Fred Morstatter, Xia Hu, Zhen Yang, Huan Liu
2015ICDMFinding Time-Critical Responses for Information Seeking in Social Media.Suhas Ranganath, Suhang Wang, Xia Hu, Jiliang Tang, Huan Liu
2015ICDMReal-Time Crisis Mapping Using Language Distribution.Justin Sampson, Fred Morstatter, Reza Zafarani, Huan Liu
2015IJCAIExploring Implicit Hierarchical Structures for Recommender Systems.Suhang Wang, Jiliang Tang, Yilin Wang, Huan Liu
2015IJCAIUnsupervised Sentiment Analysis for Social Media Images.Yilin Wang, Suhang Wang, Jiliang Tang, Huan Liu, Baoxin Li
2015IJCNNOnline diffusion source detection in social networks.Haishuai Wang, Peng Zhang, Ling Chen, Huan Liu, Chengqi Zhang
2015INDINContext recognition for adaptive hearing-aids.Eric Ke Wang, Huan Liu, Gang Wang, Yuming Ye, Tsu-Yang Wu, Chien-Ming Chen
2015IRIA Local SVD Framework for Stable Feature Selection for Clustering.Salem Alelyani, Huan Liu
2015ICRAA single-actuator prosthetic hand using a continuum differential mechanism.Kai Xu, Huan Liu, Zenghui Liu, Yuheng Du, Xiangyang Zhu
2015IGARSSA novel multiple kernel boosting method for hyperspectral image classification.Huan Liu, Tianzhu Liu, Yanfeng Gu
2015WWWLIKE and Recommendation in Social Media.Dongwon Lee, Huan Liu
2015WWWVisualizing Social Media Sentiment in Disaster Scenarios.Yafeng Lu, Xia Hu, Feng Wang, Shamanth Kumar, Huan Liu, Ross Maciejewski