Xiaozhong Liu - RankMe

272 papers A* 51A 18B 3C 1Misc 1Journal 112Unranked 84

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A multi-agent framework with legal event logic graph for multi-defendant legal judgment prediction. Inf. Process. Manag. Weikang Yuan, Kaisong Song, Zhuoren Jiang, Junjie Cao, Yujie Zhang, Chengyuan Liu, Jun Lin, Ji Zhang, Kun Kuang, Xiaozhong Liu
2026	J	`jnl`	Human-in-the-Loop Interactive Report Generation for Chronic Disease Adherence. CoRR Xiaotian Zhang, Jinhong Yu, Pengwei Yan, Le Jiang, Xingyi Shen, Mumo Cheng, Xiaozhong Liu
2026	J	`jnl`	Knowledge-based citation reasoning for biomedical domain. Bioinform. Pengcheng Li, Kai Zhang, Xiaozhong Liu, Xuhong Zhang
2026	J	`jnl`	LegalAI Research in LLM Era: Data, Modeling and Evaluation. Artif. Intell. Rev. Xiao Chi, Wei Wang, Ziyao Zhang, Ang Li, Yuting Huang, Yiquan Wu, Kun Kuang, Changlong Sun, Xiaozhong Liu, Fei Wu, Minghui Xiong
2026	A*	`conf`	P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering. AAAI Wenlin Zhong, Chengyuan Liu, Yiquan Wu, Bovin Tan, Changlong Sun, Yi Wang, Xiaozhong Liu, Kun Kuang
2026	J	`jnl`	P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering. CoRR Wenlin Zhong, Chengyuan Liu, Yiquan Wu, Bovin Tan, Changlong Sun, Yi Wang, Xiaozhong Liu, Kun Kuang
2026	A	`conf`	Privacy-preserved LLM Cascade via CoT-enhanced Policy Learning. WSDM Kai Zhang, Congchao Wang, Liqian Peng, Alec Go, Xiaozhong Liu
2026	A*	`conf`	Think Then Rewrite: Reasoning Enhanced Query Rewriting for Domain Specific Retrieval. AAAI Ang Li, Yufei Shi, Yuxuan Si, Yiquan Wu, Ming Cai, Xu Tan, Yi Wang, Changlong Sun, Xiaozhong Liu, Kun Kuang
2026	A*	`conf`	VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management. AAAI Zhikai Xue, Tianqianjin Lin, Pengwei Yan, Ruichun Wang, Yuxin Liu, Zhuoren Jiang, Xiaozhong Liu
2026	J	`jnl`	VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management. CoRR Zhikai Xue, Tianqianjin Lin, Pengwei Yan, Ruichun Wang, Yuxin Liu, Zhuoren Jiang, Xiaozhong Liu
2025	—	`conf`	Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains. EMNLP (Findings) Yang Wu, Raha Moraffah, Rujing Yao, Jinhong Yu, Zhimin Tao, Xiaozhong Liu
2025	J	`jnl`	Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains. CoRR Yang Wu, Raha Moraffah, Rujing Yao, Jinhong Yu, Zhimin Tao, Xiaozhong Liu
2025	J	`jnl`	AppealCase: A Dataset and Benchmark for Civil Case Appeal Scenarios. CoRR Yuting Huang, Meitong Guo, Yiquan Wu, Ang Li, Xiaozhong Liu, Keting Yin, Changlong Sun, Fei Wu, Kun Kuang
2025	J	`jnl`	AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval. CoRR Kai Zhang, Xinyuan Zhang, Ejaz Ahmed, Hongda Jiang, Caleb Kumar, Kai Sun, Zhaojiang Lin, Sanat Sharma, Shereen Oraby, Aaron Colak, Ahmed Aly, Anuj Kumar, Xiaozhong Liu, Xin Luna Dong
2025	—	`conf`	Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach. WWW (Companion Volume) Param Kulkarni, Yingchi Liu, Hao-Ming Fu, Shaohua Yang, Isuru Gunasekara, Matt Peloquin, Noah Spitzer-Williams, Xiaotian Zhou, Xiaozhong Liu, Zhengping Ji, Yasser Ibrahim
2025	J	`jnl`	Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach. CoRR Param Kulkarni, Yingchi Liu, Hao-Ming Fu, Shaohua Yang, Isuru Gunasekara, Matt Peloquin, Noah Spitzer-Williams, Xiaotian Zhou, Xiaozhong Liu, Zhengping Ji, Yasser Ibrahim
2025	A*	`conf`	BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks. EMNLP Tianyuan Huang, Zepeng Zhu, Hangdi Xing, Zirui Shao, Zhi Yu, Chaoxiong Yang, Jiaxian He, Xiaozhong Liu, Jiajun Bu
2025	J	`jnl`	BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks. CoRR Tianyuan Huang, Zepeng Zhu, Hangdi Xing, Zirui Shao, Zhi Yu, Chaoxiong Yang, Jiaxian He, Xiaozhong Liu, Jiajun Bu
2025	—	`conf`	CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs. KDD (2) Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	J	`jnl`	CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs. CoRR Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	C	`conf`	Deep Interaction Timing: FOL-based Complexity Differentiation for Legal Queries. ICAIL Tong Zhang, Yiquan Wu, Rujing Yao, Qianyu Zhang, Changlong Sun, Chenghao Wang, Xiaozhong Liu
2025	—	`conf`	Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning. NAACL (Long Papers) Rujing Yao, Yang Wu, Chenghao Wang, Jingwei Xiong, Fang Wang, Xiaozhong Liu
2025	J	`jnl`	Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning. CoRR Rujing Yao, Yang Wu, Chenghao Wang, Jingwei Xiong, Fang Wang, Xiaozhong Liu
2025	J	`jnl`	FlipedRAG: Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models. CoRR Zhuo Chen, Yuyang Gong, Miaokun Chen, Haotan Liu, Qikai Cheng, Fan Zhang, Wei Lu, Xiaozhong Liu, Jiawei Liu
2025	A*	`conf`	FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models. CCS Zhuo Chen, Yuyang Gong, Jiawei Liu, Miaokun Chen, Haotan Liu, Qikai Cheng, Fan Zhang, Wei Lu, Xiaozhong Liu
2025	J	`jnl`	Improving scholarship accessibility with reinforcement learning. Inf. Res. Haining Wang, Jason A. Clark, Hannah McKelvey, Leila Sterman, Zheng Gao, Zuoyu Tian, Xiaozhong Liu
2025	J	`jnl`	IndirectAD: Practical Data Poisoning Attacks against Recommender Systems for Item Promotion. CoRR Zihao Wang, Tianhao Mao, Xiaofeng Wang, Di Tang, Xiaozhong Liu
2025	—	`conf`	Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering. WWW (Companion Volume) Rujing Yao, Yiquan Wu, Tong Zhang, Xuhui Zhang, Yuting Huang, Yang Wu, Jiayin Yang, Changlong Sun, Fang Wang, Xiaozhong Liu
2025	J	`jnl`	Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering. CoRR Rujing Yao, Yiquan Wu, Tong Zhang, Xuhui Zhang, Yuting Huang, Yang Wu, Jiayin Yang, Changlong Sun, Fang Wang, Xiaozhong Liu
2025	J	`jnl`	KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model. CoRR Kai Zhang, Rui Zhu, Shutian Ma, Jingwei Xiong, Yejin Kim, Fabricio Murai, Xiaozhong Liu
2025	J	`jnl`	LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation. CoRR Weikang Yuan, Kaisong Song, Zhuoren Jiang, Junjie Cao, Yujie Zhang, Jun Lin, Kun Kuang, Ji Zhang, Xiaozhong Liu
2025	A	`conf`	MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction. SDM Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	J	`jnl`	MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction. CoRR Yiqing Zhang, Xiaozhong Liu, Fabricio Murai
2025	J	`jnl`	Preserving high-order ego-centric topological patterns in node representation in heterogeneous graph. Knowl. Based Syst. Tianqianjin Lin, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Xurui Li, Hongsong Li, Jiawei Liu, Changlong Sun, Cui Huang, Xiaozhong Liu
2025	—	`conf`	ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning. EMNLP (Findings) Yang Wu, Huayi Zhang, Yizheng Jiao, Lin Ma, Xiaozhong Liu, Jinhong Yu, Dongyu Zhang, Dezhi Yu, Wei Xu
2025	J	`jnl`	Refinement and Revision in Academic Writing: Integrating Multi-source Knowledge and LLMs with Delta Feedback. Expert Syst. Appl. Yongqiang Ma, Lizhi Qing, Yangyang Kang, Jiawei Liu, Yue Zhang, Qikai Cheng, Wei Lu, Xiaozhong Liu
2025	J	`jnl`	Science out of its Ivory Tower: improving accessibility with reinforcement learning. Scientometrics Haining Wang, Jason A. Clark, Hannah McKelvey, Leila Sterman, Zheng Gao, Zuoyu Tian, Sandra Kübler, Xiaozhong Liu
2025	J	`jnl`	Social inequality and cultural factors impact the awareness and reaction during the cryptic transmission period of pandemic. CoRR Zhuoren Jiang, Xiaozhong Liu, Yangyang Kang, Changlong Sun, Yong-Yeol Ahn, Johan Bollen
2025	J	`jnl`	Structure-Aware Antibody Design with Affinity-Optimized Inverse Folding. CoRR Xinyan Zhao, Yi-Ching Tang, Rivaaj Monsia, Victor J. Cantu, Ashwin Kumar Ramesh, Xiaozhong Liu, Zhiqiang An, Xiaoqian Jiang, Yejin Kim
2025	J	`jnl`	Teaching According to Students' Aptitude: Personalized Mathematics Tutoring via Persona-, Memory-, and Forgetting-Aware LLMs. CoRR Yang Wu, Rujing Yao, Tong Zhang, Yufei Shi, Zhuoren Jiang, Zhushan Li, Xiaozhong Liu
2025	A*	`conf`	Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models. USENIX Security Symposium Yuyang Gong, Zhuo Chen, Jiawei Liu, Miaokun Chen, Fengchang Yu, Wei Lu, Xiaofeng Wang, Xiaozhong Liu
2025	J	`jnl`	Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models. CoRR Yuyang Gong, Zhuo Chen, Miaokun Chen, Fengchang Yu, Wei Lu, Xiaofeng Wang, Xiaozhong Liu, Jiawei Liu
2025	J	`jnl`	Unraveling and Mitigating Endogenous Task-oriented Spurious Correlations in Ego-graphs via Automated Counterfactual Contrastive Learning. Expert Syst. Appl. Tianqianjin Lin, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Kun Kuang, Changlong Sun, Cui Huang, Xiaozhong Liu
2024	J	`jnl`	A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. CoRR Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu
2024	J	`jnl`	Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models. CoRR Zhuo Chen, Jiawei Liu, Haotan Liu, Qikai Cheng, Fan Zhang, Wei Lu, Xiaozhong Liu
2024	—	`conf`	Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration. EMNLP (Findings) Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, Tianqianjin Lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu
2024	J	`jnl`	Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration. CoRR Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, Tianqianjin Lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu
2024	—	`conf`	Detecting the Rumor Patterns Integrating Features of User, Content, and the Spreading Structure. iConference (2) Pengwei Yan, Guo Yu, Zhuoren Jiang, Tianqianjin Lin, Weikang Yuan, Xiaozhong Liu
2024	—	`conf`	Detection Vs. Anti-detection: Is Text Generated by AI Detectable? iConference (1) Yuehan Zhang, Yongqiang Ma, Jiawei Liu, Xiaozhong Liu, Xiaofeng Wang, Wei Lu
2024	A*	`conf`	Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. AAAI Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu
2024	J	`jnl`	Enhance Robustness of Language Models Against Variation Attack through Graph Integration. CoRR Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu
2024	—	`conf`	Enhance Robustness of Language Models against Variation Attack through Graph Integration. LREC/COLING Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li, Changlong Sun, Xiaozhong Liu, Wei Lu
2024	—	`conf`	From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. ACL (Findings) Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng
2024	J	`jnl`	From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. CoRR Yongqiang Ma, Lizhi Qing, Jiawei Liu, Yangyang Kang, Yue Zhang, Wei Lu, Xiaozhong Liu, Qikai Cheng
2024	A*	`conf`	I3: Intent-Introspective Retrieval Conditioned on Instructions. SIGIR Kaihang Pan, Juncheng Li, Wenjie Wang, Hao Fei, Hongye Song, Wei Ji, Jun Lin, Xiaozhong Liu, Tat-Seng Chua, Siliang Tang
2024	—	`conf`	IR Embedding Fairness Inspection via Contrastive Learning and Human-AI Collaborative Intelligence. PKDD (4) Heng Huang, Yunhan Bai, Hongwei Liang, Xiaozhong Liu
2024	—	`conf`	Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance. LREC/COLING Kai Zhang, Pengcheng Li, Kaisong Song, Xurui Li, Yangyang Kang, Xuhong Zhang, Xiaozhong Liu
2024	—	`conf`	Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning. ACL (Findings) Yang Wu, Chenghao Wang, Ece Gumusel, Xiaozhong Liu
2024	J	`jnl`	Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning. CoRR Yang Wu, Chenghao Wang, Ece Gumusel, Xiaozhong Liu
2024	J	`jnl`	LLM Cascade with Multi-Objective Optimal Consideration. CoRR Kai Zhang, Liqian Peng, Congchao Wang, Alec Go, Xiaozhong Liu
2024	J	`jnl`	LLM-Enhanced Software Patch Localization. CoRR Jinhong Yu, Yi Chen, Di Tang, Xiaozhong Liu, Xiaofeng Wang, Chen Wu, Haixu Tang
2024	—	`conf`	LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination. NAACL-HLT Kai Zhang, Yangyang Kang, Fubang Zhao, Xiaozhong Liu
2024	J	`jnl`	LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model. CoRR Tianqianjin Lin, Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Jun Lin, Weikang Yuan, Junjie Cao, Changlong Sun, Xiaozhong Liu
2024	A*	`conf`	MAWSEO: Adversarial Wiki Search Poisoning for Illicit Online Promotion. SP Zilong Lin, Zhengyi Li, Xiaojing Liao, Xiaofeng Wang, Xiaozhong Liu
2024	A*	`conf`	Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction. SIGIR Pengwei Yan, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu
2024	—	`conf`	PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification. LREC/COLING Xurui Li, Kaisong Song, Tianqianjin Lin, Yangyang Kang, Fubang Zhao, Changlong Sun, Xiaozhong Liu
2024	J	`jnl`	PersonaMark: Personalized LLM watermarking for model protection and user attribution. CoRR Yuehan Zhang, Peizhuo Lv, Yinpeng Liu, Yongqiang Ma, Wei Lu, Xiaofeng Wang, Xiaozhong Liu, Jiawei Liu
2024	J	`jnl`	Personalized LLM Response Generation with Parameterized Memory Injection. CoRR Kai Zhang, Lizhi Qing, Yangyang Kang, Xiaozhong Liu
2024	J	`jnl`	ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning. CoRR Yang Wu, Huayi Zhang, Yizheng Jiao, Lin Ma, Xiaozhong Liu, Jinhong Yu, Dongyu Zhang, Dezhi Yu, Wei Xu
2024	J	`jnl`	Science Out of Its Ivory Tower: Improving Accessibility with Reinforcement Learning. CoRR Haining Wang, Jason A. Clark, Hannah McKelvey, Leila Sterman, Zheng Gao, Zuoyu Tian, Sandra Kübler, Xiaozhong Liu
2024	J	`jnl`	Towards human-like perception: Learning structural causal model in heterogeneous graph. Inf. Process. Manag. Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu
2023	A*	`conf`	A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. AAAI Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun, Xiaozhong Liu
2023	J	`jnl`	Biomedical Question Answering: A Survey of Approaches and Challenges. ACM Comput. Surv. Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Huaiyuan Ying, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu
2023	—	`conf`	Career-Based Explainable Course Recommendation. iConference (2) Jacob Striebel, Rebecca Myers, Xiaozhong Liu
2023	A	`conf`	Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. CIKM Yang Wu, Xurui Li, Xuhong Zhang, Yangyang Kang, Changlong Sun, Xiaozhong Liu
2023	J	`jnl`	Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. CoRR Yang Wu, Xurui Li, Xuhong Zhang, Yangyang Kang, Changlong Sun, Xiaozhong Liu
2023	A*	`conf`	Content- and Topology-Aware Representation Learning for Scientific Multi-Literature. EMNLP Kai Zhang, Kaisong Song, Yangyang Kang, Xiaozhong Liu
2023	J	`jnl`	ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval. CoRR Kaihang Pan, Juncheng Li, Hongye Song, Hao Fei, Wei Ji, Shuo Zhang, Jun Lin, Xiaozhong Liu, Siliang Tang
2023	J	`jnl`	Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. CoRR Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu
2023	A*	`conf`	GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree. EMNLP Zirui Shao, Feiyu Gao, Zhongda Qi, Hangdi Xing, Jiajun Bu, Zhi Yu, Qi Zheng, Xiaozhong Liu
2023	—	`conf`	Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document. EMNLP (Findings) Xiangnan Chen, Qian Xiao, Juncheng Li, Duo Dong, Jun Lin, Xiaozhong Liu, Siliang Tang
2023	J	`jnl`	Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document. CoRR Xiangnan Chen, Juncheng Li, Duo Dong, Qian Xiao, Jun Lin, Xiaozhong Liu, Siliang Tang
2023	J	`jnl`	Large Language Model Soft Ideologization via AI-Self-Consciousness. CoRR Xiaotian Zhou, Qian Wang, Xiaofeng Wang, Haixu Tang, Xiaozhong Liu
2023	J	`jnl`	MAWSEO: Adversarial Wiki Search Poisoning for Illicit Online Promotion. CoRR Zilong Lin, Zhengyi Li, Xiaojing Liao, Xiaofeng Wang, Xiaozhong Liu
2023	J	`jnl`	Memory-Augmented LLM Personalization with Short- and Long-Term Memory Coordination. CoRR Kai Zhang, Fubang Zhao, Yangyang Kang, Xiaozhong Liu
2023	J	`jnl`	Meta-augmented Prompt Tuning for Better Few-shot Learning. CoRR Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang
2023	J	`jnl`	Multidimensional Perceptron for Efficient and Explainable Long Text Classification. CoRR Yexiang Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun
2023	J	`jnl`	Multidimensional scholarly citations: Characterizing and understanding scholars' citation behaviors. J. Assoc. Inf. Sci. Technol. Yunxue Cui, Yongzhen Wang, Xiaozhong Liu, Xianwen Wang, Xuhong Zhang
2023	A*	`conf`	Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration. EMNLP Yiquan Wu, Siying Zhou, Yifei Liu, Weiming Lu, Xiaozhong Liu, Yating Zhang, Changlong Sun, Fei Wu, Kun Kuang
2023	J	`jnl`	Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration. CoRR Yiquan Wu, Siying Zhou, Yifei Liu, Weiming Lu, Xiaozhong Liu, Yating Zhang, Changlong Sun, Fei Wu, Kun Kuang
2023	—	`conf`	Racial Skew in Fine-Tuned Legal AI Language Models. ICDM (Workshops) Vincent Quirante Malic, Anamika Kumari, Xiaozhong Liu
2023	A*	`conf`	STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion. EMNLP Xurui Li, Yue Qin, Rui Zhu, Tianqianjin Lin, Yongming Fan, Yangyang Kang, Kaisong Song, Fubang Zhao, Changlong Sun, Haixu Tang, Xiaozhong Liu
2023	—	`conf`	Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization. EMNLP (Findings) Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang
2023	A*	`conf`	Sherlock on Specs: Building LTE Conformance Tests through Automated Reasoning. USENIX Security Symposium Yi Chen, Di Tang, Yepeng Yao, Mingming Zha, Xiaofeng Wang, Xiaozhong Liu, Haixu Tang, Baoxu Liu
2023	J	`jnl`	Towards Human-like Perception: Learning Structural Causal Model in Heterogeneous Graph. CoRR Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu
2023	A*	`conf`	Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive. AAAI Feng Yao, Jingyuan Zhang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Yun Liu, Weixing Shen
2022	J	`jnl`	Adaptive multi-task positive-unlabeled learning for joint prediction of multiple chronic diseases using online shopping behaviors. Expert Syst. Appl. Yongzhen Wang, Jun Lin, Sheng Bi, Changlong Sun, Luo Si, Xiaozhong Liu
2022	—	`conf`	An Annotation Schema for the Detection of Social Bias in Legal Text Corpora. iConference (1) Ece Gumusel, Vincent Quirante Malic, Devan Ray Donaldson, Kevin D. Ashley, Xiaozhong Liu
2022	A*	`conf`	Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. KDD Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu
2022	J	`jnl`	Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. CoRR Jiannan Guo, Yangyang Kang, Yu Duan, Xiaozhong Liu, Siliang Tang, Wenqiao Zhang, Kun Kuang, Changlong Sun, Fei Wu
2022	—	`conf`	Exploiting Interdisciplinary Research Design for Temporally Complex Big Data: Discussion of a Case-Study Using on Heterogenous Bibliographic Big Data. ASIST Patricia L. Mabry, Brian C. Martinson, Thomas W. Valente, Xiaozhong Liu
2022	B	`conf`	Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents. IEEE Big Data Xurui Li, Kaiyuan Liu, Rui Zhu, Yangyang Kang, Changlong Sun, Kaisong Song, Xiaozhong Liu
2022	J	`jnl`	Hotness prediction of scientific topics based on a bibliographic knowledge graph. Inf. Process. Manag. Chaoguang Huo, Shutian Ma, Xiaozhong Liu
2022	—	`conf`	Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-Type Usefulness Distribution. iConference (2) Zheng Gao, Chun Guo, Shutian Ma, Xiaozhong Liu
2022	J	`jnl`	Improving legal judgment prediction through reinforced criminal element extraction. Inf. Process. Manag. Yougang Lyu, Zihan Wang, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Yujun Li, Hongsong Li, Hongye Song
2022	A*	`conf`	Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. CCS Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu
2022	J	`jnl`	Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. CoRR Jiawei Liu, Yangyang Kang, Di Tang, Kaisong Song, Changlong Sun, Xiaofeng Wang, Wei Lu, Xiaozhong Liu
2022	B	`conf`	Rating Patent by Exploiting Semantic and Novelty Information. IEEE Big Data Yingchi Liu, Quanzhi Li, Xiaozhong Liu
2022	A*	`conf`	Seeing the Forest for the Trees: Understanding Security Hazards in the 3GPP Ecosystem through Intelligent Analysis on Change Requests. USENIX Security Symposium Yi Chen, Di Tang, Yepeng Yao, Mingming Zha, Xiaofeng Wang, Xiaozhong Liu, Haixu Tang, Dongfang Zhao
2022	J	`jnl`	Toward automatic support for leading court debates: a novel task proposal & effective approach of judicial question generation. Neural Comput. Appl. Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Sourav S. Bhowmick, Changlong Sun, Conghui Zhu, Tiejun Zhao
2021	A	`conf`	A Neural Conversation Generation Model via Equivalent Shared Memory Investigation. CIKM Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu, Tiejun Zhao
2021	J	`jnl`	A Neural Conversation Generation Model via Equivalent Shared Memory Investigation. CoRR Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu, Tiejun Zhao
2021	—	`conf`	A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. EMNLP (1) Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu
2021	J	`jnl`	A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. CoRR Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu
2021	—	`conf`	Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. ACL/IJCNLP (Findings) Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu
2021	J	`jnl`	Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. CoRR Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu
2021	J	`jnl`	Biomedical Question Answering: A Comprehensive Review. CoRR Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu
2021	A*	`conf`	Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis. SP Yi Chen, Yepeng Yao, Xiaofeng Wang, Dandan Xu, Chang Yue, Xiaozhong Liu, Kai Chen, Haixu Tang, Baoxu Liu
2021	J	`jnl`	Chinese E-Romance: Analyzing and Visualizing 7.92 Million Alibaba Valentine's Day Purchases. Data Inf. Manag. Yongzhen Wang, Xiaozhong Liu, Yingnan Ju, Katy Börner, Jun Lin, Changlong Sun, Luo Si
2021	J	`jnl`	Chronological Citation Recommendation with Time Preference. CoRR Shutian Ma, Heng Zhang, Chengzhi Zhang, Xiaozhong Liu
2021	J	`jnl`	Chronological citation recommendation with time preference. Scientometrics Shutian Ma, Heng Zhang, Chengzhi Zhang, Xiaozhong Liu
2021	J	`jnl`	Community-based Cyberreading for Information Understanding. CoRR Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang
2021	A*	`conf`	Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network. SIGIR Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke
2021	J	`jnl`	Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network. CoRR Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li, Maarten de Rijke
2021	J	`jnl`	DeepRecipes: Exploring Massive Online Recipes and Recovering Food Ingredient Amounts. IEEE Access Kequan Li, Yan Chen, Hongsong Li, Xiangwei Mu, Xuhong Zhang, Xiaozhong Liu
2021	J	`jnl`	Dialogue Inspectional Summarization with Factual Inconsistency Awareness. CoRR Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu
2021	A*	`conf`	Evidence Aware Neural Pornographic Text Identification for Child Protection. AAAI Kaisong Song, Yangyang Kang, Wei Gao, Zhe Gao, Changlong Sun, Xiaozhong Liu
2021	J	`jnl`	Harvest shopping advice: Neural Question Generation from multiple information sources in E-commerce. Neurocomputing Yongzhen Wang, Kaisong Song, Lidong Bing, Xiaozhong Liu
2021	J	`jnl`	Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution. CoRR Zheng Gao, Chun Guo, Xiaozhong Liu
2021	A*	`conf`	Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting. SIGIR Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang
2021	J	`jnl`	Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting. CoRR Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang
2021	J	`jnl`	Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy. CoRR Yongzhen Wang, Xiaozhong Liu, Katy Börner, Jun Lin, Yingnan Ju, Changlong Sun, Luo Si
2021	—	`conf`	RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy. ACL/IJCNLP (1) Xiyan Fu, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Changlong Sun, Zhenglu Yang
2021	A*	`conf`	Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. AAAI Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu
2021	A*	`conf`	Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. AAAI Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2021	A*	`conf`	Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. AAAI Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2020	J	`jnl`	A review of citation recommendation: from textual content to enriched context. Scientometrics Shutian Ma, Chengzhi Zhang, Xiaozhong Liu
2020	—	`conf`	Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. TREC Qiao Jin, Chuanqi Tan, Mosha Chen, Ming Yan, Songfang Huang, Ningyu Zhang, Xiaozhong Liu
2020	A	`conf`	Behavior Based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection. ECAI Zheng Gao, Lujun Zhao, Heng Huang, Hongsong Li, Changlong Sun, Luo Si, Xiaozhong Liu
2020	J	`jnl`	Breaking Social Media Bubbles for Information Globalization: A Cross-Cultural and Cross-Language User-Centered Sense-Making Approach. Data Inf. Manag. Xiaozhong Liu, Daqing He, Dan Wu
2020	A*	`conf`	Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning. ACL Zhuoren Jiang, Zhe Gao, Yu Duan, Yangyang Kang, Changlong Sun, Qiong Zhang, Xiaozhong Liu
2020	—	`conf`	Characterize and Evaluate Scientific Domain and Domain Context Knowledge Map. JCDL Jinsong Zhang, Chun Guo, Xiaozhong Liu
2020	J	`jnl`	Community-Based Data Integration of Course and Job Data in Support of Personalized Career-Education Recommendations. CoRR Guoqing Zhu, Naga Anjaneyulu Kopalle, Yongzhen Wang, Xiaozhong Liu, Kemi Jona, Katy Börner
2020	—	`conf`	Community-based data integration of course and job data in support of personalized career-education recommendations. ASIST Guoqing Zhu, Naga Anjaneyulu Kopalle, Yongzhen Wang, Xiaozhong Liu, Kemi Jona, Katy Börner
2020	A*	`conf`	Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention. SIGIR Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiaozhong Liu, Wei Lu
2020	—	`conf`	Cross Copy Network for Dialogue Generation. EMNLP (1) Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao
2020	J	`jnl`	Cross Copy Network for Dialogue Generation. CoRR Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao
2020	A*	`conf`	Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. AAAI Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan
2020	J	`jnl`	Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. CoRR Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan
2020	—	`conf`	De-Biased Court's View Generation with Causality. EMNLP (1) Yiquan Wu, Kun Kuang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Jun Xiao, Yueting Zhuang, Luo Si, Fei Wu
2020	A*	`conf`	Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning. SIGIR Zheng Gao, Hongsong Li, Zhuoren Jiang, Xiaozhong Liu
2020	J	`jnl`	Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning. CoRR Zheng Gao, Hongsong Li, Zhuoren Jiang, Xiaozhong Liu
2020	J	`jnl`	Efficient Personalized Community Detection via Genetic Evolution. CoRR Zheng Gao, Chun Guo, Xiaozhong Liu
2020	A*	`conf`	Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior. SIGIR Yongzhen Wang, Jian Wang, Heng Huang, Hongsong Li, Xiaozhong Liu
2020	—	`conf`	Healthy diet recommendation via Food-Nutrition-Recipe Graph mining. ASIST Kequan Li, Zhuoren Jiang, Haijiao Wang, Xiaozhong Liu
2020	—	`conf`	Implicit Products in the Decentralized eCommerce Ecosystems. JCDL Guoxiu He, Yunhan Yang, Zhuoren Jiang, Yangyang Kang, Xiaozhong Liu, Wei Lu
2020	—	`conf`	Initial bibliometric investigation of NIH mentored K to R transition. ASIST Li Zhang, Xiaoran Yan, Patricia L. Mabry, Brian C. Martinson, Thomas W. Valente, Wei Lu, Xiaozhong Liu
2020	A*	`conf`	Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment. SIGIR Haojie Pan, Rongqin Yang, Xin Zhou, Rui Wang, Deng Cai, Xiaozhong Liu
2020	—	`conf`	Legal Artificial Intelligence - Have You Lost a Piece from Jigsaw Puzzle? AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) Changlong Sun, Yating Zhang, Qiong Zhang, Xiaozhong Liu
2020	A*	`conf`	Legal Intelligence: Algorithmic, Data, and Social Challenges. SIGIR Changlong Sun, Yating Zhang, Xiaozhong Liu, Fei Wu
2020	A*	`conf`	Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning. AAAI Tianyi Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Qiong Zhang
2020	J	`jnl`	Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning. CoRR Tianyi Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Qiong Zhang
2020	—	`conf`	Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. EMNLP (Findings) Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si
2020	—	`conf`	Overview of the JCDL 2020 Doctoral Consortium. JCDL Xiaozhong Liu, Wei Lu, Jian Qin, Edie Rasmussen
2020	—	`conf`	Predicting Clinical Trial Results by Implicit Evidence Integration. EMNLP (1) Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang
2020	J	`jnl`	Predicting Clinical Trial Results by Implicit Evidence Integration. CoRR Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang
2020	J	`jnl`	Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model. CoRR Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu
2020	J	`jnl`	Romance in China: Mining and Visualizing 10 Million Alibaba Valentine Purchases. CoRR Yongzhen Wang, Xiaozhong Liu, Yingnan Ju, Katy Börner, Jun Lin, Changlong Sun, Luo Si
2020	A*	`conf`	Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning. AAAI Jiancheng Wang, Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou
2020	J	`jnl`	Smartphone and Tablet Application (App) Life Cycle Characterization via Apple App Store Rank. Data Inf. Manag. Han Jia, Chun Guo, Xiaozhong Liu
2020	A*	`conf`	Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding. WWW Zhuoren Jiang, Zheng Gao, Jinjiong Lan, Hongxia Yang, Yao Lu, Xiaozhong Liu
2020	A*	`conf`	Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise. SIGIR Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu
2020	J	`jnl`	Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. CoRR Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu
2020	J	`jnl`	Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. CoRR Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2020	J	`jnl`	Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. CoRR Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2019	J	`jnl`	AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data. CoRR Zheng Gao, Lin Guo, Chi Ma, Xiao Ma, Kai Sun, Hang Xiang, Xiaoqiang Zhu, Hongsong Li, Xiaozhong Liu
2019	—	`conf`	Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network. ACL (1) Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou
2019	A*	`conf`	Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis. IJCAI Kaisong Song, Wei Gao, Lujun Zhao, Jun Lin, Changlong Sun, Xiaozhong Liu
2019	A	`conf`	Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning. CIKM Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu
2019	J	`jnl`	Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning. CoRR Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu
2019	—	`conf`	Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. EMNLP/IJCNLP (1) Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu
2019	J	`jnl`	Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. CoRR Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu
2019	A	`conf`	Efficient personalized community detection via genetic evolution. GECCO Zheng Gao, Chun Guo, Xiaozhong Liu
2019	A*	`conf`	Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model. SIGIR Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu, Wei Lu, Qiong Zhang, Luo Si
2019	—	`conf`	Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. EMNLP/IJCNLP (1) Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou
2019	J	`jnl`	Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. CoRR Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou
2019	A*	`conf`	Legal Intelligence for E-commerce: Multi-task Learning by Leveraging Multiview Dispute Representation. SIGIR Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Luo Si
2019	A	`conf`	Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning. CIKM Xinyu Duan, Yating Zhang, Lin Yuan, Xin Zhou, Xiaozhong Liu, Tianyi Wang, Ruocheng Wang, Qiong Zhang, Changlong Sun, Fei Wu
2019	J	`jnl`	Neural Related Work Summarization with a Joint Context-driven Attention Mechanism. CoRR Yongzhen Wang, Xiaozhong Liu, Zheng Gao
2019	A*	`conf`	Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior. WWW Yongzhen Wang, Heng Huang, Yuliang Yan, Xiaozhong Liu
2019	A*	`conf`	Review Response Generation in E-Commerce Platforms with External Product Information. WWW Lujun Zhao, Kaisong Song, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
2019	A	`conf`	Sexual Harassment Story Classification and Key Information Identification. CIKM Yingchi Liu, Quanzhi Li, Xiaozhong Liu, Qiong Zhang, Luo Si
2019	—	`conf`	Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. EMNLP/IJCNLP (1) Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si
2019	J	`jnl`	Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. CoRR Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si
2019	—	`conf`	Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning. EMNLP/IJCNLP (1) Kaisong Song, Lidong Bing, Wei Gao, Jun Lin, Lujun Zhao, Jiancheng Wang, Changlong Sun, Xiaozhong Liu, Qi Zhang
2019	J	`jnl`	edge2vec: Representation learning using edge semantics for biomedical knowledge discovery. BMC Bioinform. Zheng Gao, Gang Fu, Chunping Ouyang, Satoshi Tsutsui, Xiaozhong Liu, Jeremy J. Yang, Christopher Gessner, Brian Foote, David J. Wild, Ying Ding, Qi Yu
2018	A*	`conf`	Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph. SIGIR Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu
2018	J	`jnl`	Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph. CoRR Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiaozhong Liu
2018	—	`conf`	Cross-language Citation Recommendation via Publication Content and Citation Representation Fusion. JCDL Zhuoren Jiang, Yao Lu, Xiaozhong Liu
2018	—	`conf`	Document Information Assisted Event Trigger Detection. IEEE BigData Yingchi Liu, Quanzhi Li, Xiaozhong Liu, Luo Si
2018	—	`conf`	Drugs and bitcoins: What role do bitcoins play in the darknet market? A preliminary study. ASIST Chenwei Zhang, Ruibin Wei, Xiaozhong Liu
2018	A	`conf`	Mathematics Content Understanding for Cyberlearning via Formula Evolution Map. CIKM Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, Xiaozhong Liu
2018	J	`jnl`	Mathematics Content Understanding for Cyberlearning via Formula Evolution Map. CoRR Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, Xiaozhong Liu
2018	A*	`conf`	Neural Related Work Summarization with a Joint Context-driven Attention Mechanism. EMNLP Yongzhen Wang, Xiaozhong Liu, Zheng Gao
2018	B	`conf`	One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. COLING Lu Wang, Shoushan Li, Changlong Sun, Luo Si, Xiaozhong Liu, Min Zhang, Guodong Zhou
2018	A*	`conf`	Sentiment Classification towards Question-Answering with Hierarchical Matching Network. EMNLP Chenlin Shen, Changlong Sun, Jingjing Wang, Yangyang Kang, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou
2018	J	`jnl`	edge2vec: Learning Node Representation Using Edge Semantics. CoRR Zheng Gao, Gang Fu, Chunping Ouyang, Satoshi Tsutsui, Xiaozhong Liu, Ying Ding
2017	A	`conf`	Dynamic Scholarly Collaborator Recommendation via Competitive Multi-Agent Reinforcement Learning. RecSys Yang Zhang, Chenwei Zhang, Xiaozhong Liu
2017	Misc	`conf`	Personalized Navigation and Random Walk on a Complex Heterogeneous Graph. ICTIR Xiaozhong Liu, Yingying Yu, Zhuoren Jiang, Chun Guo, Scott Jensen
2016	A*	`conf`	Community-based Cyberreading for Information Understanding. SIGIR Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao, Zhi Tang
2016	—	`conf`	Comparing Community-based Information Adoption and Diffusion Across Different Microblogging Sites. HT Xiaozhong Liu, Xing Yu, Zheng Gao, Tian Xia, Johan Bollen
2016	A	`conf`	Cross Social Media Recommendation. ICWSM Xiaozhong Liu, Tian Xia, Yingying Yu, Chun Guo, Yizhou Sun
2016	—	`conf`	Dynamic feature generation and selection on heterogeneous graph for music recommendation. IEEE BigData Chun Guo, Xiaozhong Liu
2016	J	`jnl`	Generation of topic evolution trees from heterogeneous bibliographic networks. J. Informetrics Scott Jensen, Xiaozhong Liu, Yingying Yu, Stasa Milojevic
2016	J	`jnl`	Recovering uncaptured citations in a scholarly network: A two-step citation analysis to estimate publication importance. J. Assoc. Inf. Sci. Technol. Zhuoren Jiang, Xiaozhong Liu, Yan Chen
2015	A*	`conf`	Automatic Feature Generation on Heterogeneous Graph for Music Recommendation. SIGIR Chun Guo, Xiaozhong Liu
2015	A	`conf`	Chronological Citation Recommendation with Information-Need Shifting. CIKM Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao
2015	—	`conf`	Education in the cyberlearning era: New challenges, opportunities, and applications. ASIST Xiaozhong Liu, Michelle M. Kazmer, Michael B. Twidale, Noriko Hara, Mega M. Subramaniam
2015	—	`conf`	Feature selection on heterogeneous graph. ASIST Chun Guo, Xiaozhong Liu
2015	—	`conf`	Query-centric scientific topic evolution extraction. ASIST Scott Jensen, Yingying Yu, Hans B. Liu, Xiaozhong Liu
2015	—	`conf`	Random Walk and Feedback on Scholarly Network. GSB@SIGIR Yingying Yu, Zhuoren Jiang, Xiaozhong Liu
2015	A*	`conf`	Scientific Information Understanding via Open Educational Resources (OER). SIGIR Xiaozhong Liu, Zhuoren Jiang, Liangcai Gao
2015	—	`conf`	WikiMirs 3.0: A Hybrid MIR System Based on the Context, Structure and Importance of Formulae in a Document. JCDL Yuehan Wang, Liangcai Gao, Simeng Wang, Zhi Tang, Xiaozhong Liu, Ke Yuan
2014	A*	`conf`	A mathematics retrieval system for formulae in layout presentations. SIGIR Xiaoyan Lin, Liangcai Gao, Xuan Hu, Zhi Tang, Yingnan Xiao, Xiaozhong Liu
2014	J	`jnl`	An interactive metadata model for structural, descriptive, and referential representation of scholarly output. J. Assoc. Inf. Sci. Technol. Xiaozhong Liu, Jian Qin
2014	—	`conf`	Citation role labeling via local, pairwise, and global features. ASIST Chun Guo, Yingying Yu, Azade Sanjari, Xiaozhong Liu
2014	—	`conf`	Comparing the pulses of categorical hot events in Twitter and Weibo. HT Xin Shuai, Xiaozhong Liu, Tian Xia, Yuqing Wu, Chun Guo
2014	—	`conf`	Dynamic Topic/Citation Influence Modeling for Chronological Citation Recommendation. Web-KRM@CIKM Zhuoren Jiang, Xiaozhong Liu, Liangcai Gao
2014	—	`conf`	Explicit semantic path mining via wikipedia knowledge tree. ASIST Tian Xia, Miao Chen, Xiaozhong Liu
2014	—	`conf`	Full-text based context-rich heterogeneous network mining approach for citation recommendation. JCDL Xiaozhong Liu, Yingying Yu, Chun Guo, Yizhou Sun, Liangcai Gao
2014	—	`conf`	Interlinking Cross Language Metadata Using Heterogeneous Graphs and Wikipedia. Dublin Core Conference Xiaozhong Liu, Miao Chen, Jian Qin
2014	A	`conf`	Meta-Path-Based Ranking with Pseudo Relevance Feedback on Heterogeneous Graph for Citation Recommendation. CIKM Xiaozhong Liu, Yingying Yu, Chun Guo, Yizhou Sun
2014	—	`conf`	Open educational resource based information understanding via pdf document interaction. WebSci Xiaozhong Liu, Liangcai Gao, Noriko Hara, Yizhou Sun
2014	—	`conf`	Scaffolding of scientific publications with open educational resources (OER). ASIST Joanna Landrum, Liangcai Gao, Zhuoren Jiang, Noriko Hara, Xiaozhong Liu
2014	J	`jnl`	Scholar metadata and knowledge generation with human and artificial intelligence. J. Assoc. Inf. Sci. Technol. Xiaozhong Liu, Chun Guo, Lin Zhang
2014	—	`conf`	Semantic Annotation with RescoredESA: Rescoring Concept Features Generated From Explicit Semantic Analysis. ESAIR Zhuoren Jiang, Miao Chen, Xiaozhong Liu
2013	A	`conf`	2013 international workshop on computational scientometrics: theory and applications. CIKM Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu
2013	—	`conf`	A comparative study of academic and Wikipedia ranking. JCDL Xin Shuai, Zhuoren Jiang, Xiaozhong Liu, Johan Bollen
2013	J	`jnl`	Answering academic questions for education by recommending cyberlearning resources. J. Assoc. Inf. Sci. Technol. Xiaozhong Liu, Han Jia
2013	J	`jnl`	Finding topic-level experts in scholarly networks. Scientometrics Lili Lin, Zhuoming Xu, Ying Ding, Xiaozhong Liu
2013	—	`conf`	Full-text and topic based authorrank and enhanced publication ranking. JCDL Jinsong Zhang, Xiaozhong Liu
2013	J	`jnl`	Full-text citation analysis: A new method to enhance scholarly networks. J. Assoc. Inf. Sci. Technol. Xiaozhong Liu, Jinsong Zhang, Chun Guo
2013	J	`jnl`	Generating metadata for cyberlearning resources through information retrieval and meta-search. J. Assoc. Inf. Sci. Technol. Xiaozhong Liu
2013	—	`conf`	Mirroring the real world in social media: twitter, geolocation, and sentiment analysis. UnstructureNLP@CIKM Eric Baucom, Azade Sanjari, Xiaozhong Liu, Miao Chen
2013	—	`ed.`	Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, UnstructureNLP@CIKM 2013, San Francisco, California, USA, October 28, 2013 UnstructureNLP@CIKM Xiaozhong Liu, Miao Chen, Ying Ding, Min Song
2013	—	`ed.`	Proceedings of the 2013 workshop on Computational scientometrics: theory & applications, CompSci@CIKM 2013, San Francisco, California, USA, October 28, 2013 CompSci@CIKM Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu
2013	J	`jnl`	Real-time user interest modeling for real-time ranking. J. Assoc. Inf. Sci. Technol. Xiaozhong Liu, Howard R. Turtle
2013	—	`conf`	Recovering missing citations in a scholarly network: a 2-step citation analysis to estimate publication importance. JCDL Zhuoren Jiang, Xiaozhong Liu
2013	J	`jnl`	The distribution of references across texts: Some implications for citation analysis. J. Informetrics Ying Ding, Xiaozhong Liu, Chun Guo, Blaise Cronin
2013	A	`conf`	Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing. CIKM Xiaozhong Liu, Miao Chen, Ying Ding, Min Song
2012	—	`conf`	Characterize scientific domain and domain context. JCDL Jinsong Zhang, Chun Guo, Xiaozhong Liu
2012	A	`conf`	Full-text citation analysis: enhancing bibliometric and scientific publication ranking. CIKM Xiaozhong Liu, Jinsong Zhang, Chun Guo
2012	—	`conf`	Generalized representation and mapping for social-ecological data: Freeing data from the database. eScience Scott Jensen, Beth Plale, Xiaozhong Liu, Miao Chen, David B. Leake, Julie England
2012	J	`jnl`	Improving News Ranking by Community Tweets CoRR Xin Shuai, Xiaozhong Liu, Johan Bollen
2012	—	`conf`	Improving news ranking by community tweets. WWW (Companion Volume) Xin Shuai, Xiaozhong Liu, Johan Bollen
2012	—	`conf`	Knowledge retrieval for scientific literatures. ASIST Chun Guo, Renuka Chinchankar, Xiaozhong Liu
2012	—	`conf`	Mining classifications from social-ecological databases. ASIST Scott Jensen, Miao Chen, Xiaozhong Liu, Beth Plale, David Leake
2012	—	`conf`	Scientific cyberlearning resources referential metadata creation via information retrieval. JCDL Xiaozhong Liu, Han Jia
2012	—	`conf`	Topic Based Author Ranking with Full-Text Citation Analysis. AIRS Jinsong Zhang, Chun Guo, Xiaozhong Liu
2012	—	`conf`	WikiQuery - An Interactive Collaboration Interface for Creating, Storing and Sharing Effective CNF Queries. OSIR@SIGIR Le Zhao, Xiaozhong Liu, Jamie Callan
2011	—	`conf`	Exploring connections of the biblioblogosphere. ASIST S. Craig Finlay, Michael J. Cole, Vincent Malic, Carolyn Hank, Xiaozhong Liu, Chaoqun Ni, Cassidy R. Sugimoto
2011	—	`conf`	Predicting popularity of online distributed applications: iTunes app store case analysis. iConference Miao Chen, Xiaozhong Liu
2011	—	`conf`	ScholarWiki system for knowledge indexing and retrieval. ASIST Xiaozhong Liu, Jian Qin, Miao Chen
2010	—	`conf`	Linking Entities in Scientific Metadata. Dublin Core Conference Jian Qin, Miao Chen, Xiaozhong Liu, Andrea Kathleen Wiggins
2010	—	`conf`	Machine learning and rule-based automated coding of qualitative data. ASIST Kevin Crowston, Xiaozhong Liu, Eileen Allen
2009	—	`conf`	Comment centric news analysis for ranking. ASIST Xiaozhong Liu
2009	A	`conf`	Computational community interest for ranking. CIKM Xiaozhong Liu, Vadim von Brzeski
2009	—	`conf`	Using Metadata for Query Refinement and Recommendation. Dublin Core Conference Jian Qin, Xiaozhong Liu, Xia Lin, Miao Chen
2009	A*	`conf`	Using computational community interest as an indicator for ranking. SIGIR Xiaozhong Liu
2008	—	`conf`	Automatic semantic mapping between query terms and controlled vocabulary through using WordNet and Wikipedia. ASIST Xiaozhong Liu, Jian Qin, Miao Chen, Ji-Hong Park
2008	—	`conf`	Semantic Relation Extraction from Socially-Generated Tags: A Methodology for Metadata Generation. Dublin Core Conference Miao Chen, Xiaozhong Liu, Jian Qin
2007	—	`conf`	Re-examining IT Enabled Change with a New Model of the Information Field: The Tiger Creek Case. HICSS Xiaozhong Liu, Robert I. Benjamin, Ping Zhang