Yaliang Li

2025

doi dblp

AgentStory: A Multi-Agent System for Story Visualization with Multi-Subject Consistent Text-to-Image Generation.

Tianchen Zhou|Zhongjie Duan|Cen Chen|Wenmeng Zhou|Yanhao Wang|Yaliang Li

Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025

doi dblp

Responsible Diffusion Models via Constraining Text Embeddings within Safe Regions.

Zhiwen Li|Die Chen|Mingyuan Fan|Cen Chen|Yaliang Li|Yanhao Wang|Wenmeng Zhou

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp

Privacy-preserving Cross-domain Recommendation with Federated Graph Learning.

Changxin Tian|Yuexiang Xie|Xu Chen|Yaliang Li|Xin Zhao

ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 5

doi dblp

Federated Heterogeneous Contrastive Distillation for Molecular Representation Learning.

Jinjia Feng|Zhen Wang|Zhewei Wei|Yaliang Li|Bolin Ding|Hongteng Xu

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

doi dblp

SGFL-Attack: A Similarity-Guidance Strategy for Hard-Label Textual Adversarial Attack Based on Feedback Learning.

Panjia Qiu|Guanghao Zhou|Mingyuan Fan|Cen Chen|Yaliang Li|Wenming Zhou

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

doi dblp

LST2A: Lexical-Syntactic Targeted Adversarial Attack for Texts.

Guanghao Zhou|Panjia Qiu|Mingyuan Fan|Cen Chen|Yaliang Li|Wenmeng Zhou

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

doi dblp

Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation.

Zhe Xu|Daoyuan Chen|Jiayi Kuang|Zihao Yi|Yaliang Li|Ying Shen

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

doi dblp

Exploring Neural Scaling Law and Data Pruning Methods For Node Classification on Large-scale Graphs.

Zhen Wang|Yaliang Li|Bolin Ding|Yule Li|Zhewei Wei

Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp

Path-specific Causal Fair Prediction via Auxiliary Graph Structure Learning.

Liuyi Yao|Yaliang Li|Bolin Ding|Jingren Zhou|Jinduo Liu|Mengdi Huai|Jing Gao

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp

Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge.

Yang Deng|Yuexiang Xie|Yaliang Li|Min Yang|Wai Lam|Ying Shen

ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1

doi dblp

Interpretable Aspect-Aware Capsule Network for Peer Review Based Citation Count Prediction.

Siqing Li|Yaliang Li|Wayne Xin Zhao|Bolin Ding|Ji-Rong Wen

ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1

doi dblp

Knowledge-Guided Disentangled Representation Learning for Recommender Systems.

Shanlei Mu|Yaliang Li|Wayne Xin Zhao|Siqing Li|Ji-Rong Wen

ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1

doi dblp

Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling.

Yang Deng|Yaliang Li|Wenxuan Zhang|Bolin Ding|Wai Lam

ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4

doi dblp

ID-Agnostic User Behavior Pre-training for Sequential Recommendation.

Shanlei Mu|Yupeng Hou|Wayne Xin Zhao|Yaliang Li|Bolin Ding

Information Retrieval - 28th China Conference, CCIR 2022, Chongqing, China, September 16-18, 2022, Revised Selected Papers

doi dblp

MGMAE: Molecular Representation Learning by Reconstructing Heterogeneous Graphs with A High Mask Ratio.

Jinjia Feng|Zhen Wang|Yaliang Li|Bolin Ding|Zhewei Wei|Hongteng Xu

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp

Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator.

Shanlei Mu|Yaliang Li|Wayne Xin Zhao|Jingyuan Wang|Bolin Ding|Ji-Rong Wen

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp

Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering.

Changxin Tian|Yuexiang Xie|Yaliang Li|Nan Yang|Wayne Xin Zhao

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp

Explainable Neural Rule Learning.

Shaoyun Shi|Yuexiang Xie|Zhen Wang|Bolin Ding|Yaliang Li|Min Zhang

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp

KoMen: Domain Knowledge Guided Interaction Recommendation for Emerging Scenarios.

Yiqing Xie|Zhen Wang|Carl Yang|Yaliang Li|Bolin Ding|Hongbo Deng|Jiawei Han

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp

AutoML: From Methodology to Application.

Yaliang Li|Zhen Wang|Yuexiang Xie|Bolin Ding|Kai Zeng|Ce Zhang

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp

EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications.

Minghui Qiu|Peng Li|Chengyu Wang|Haojie Pan|Ang Wang|Cen Chen|Xianyan Jia|Yaliang Li|Jun Huang|Deng Cai|Wei Lin

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp

SCI: Subspace Learning Based Counterfactual Inference for Individual Treatment Effect Estimation.

Liuyi Yao|Yaliang Li|Sheng Li|Mengdi Huai|Jing Gao|Aidong Zhang

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp

Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning.

Yang Deng|Yaliang Li|Fei Sun|Bolin Ding|Wai Lam

SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp

Automated Graph Learning via Population Based Self-Tuning GCN.

Ronghang Zhu|Zhiqiang Tao|Yaliang Li|Sheng Li

SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

doi dblp

An Adaptive Embedding Framework for Heterogeneous Information Networks.

Daoyuan Chen|Yaliang Li|Bolin Ding|Ying Shen

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp

Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization.

Yang Deng|Wenxuan Zhang|Yaliang Li|Min Yang|Wai Lam|Ying Shen

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp

Sequential Recommendation with Self-Attentive Multi-Adversarial Network.

Ruiyang Ren|Zhaoyang Liu|Yaliang Li|Wayne Xin Zhao|Hui Wang|Bolin Ding|Ji-Rong Wen

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp

Practical Data Poisoning Attack against Next-Item Recommendation.

Hengtong Zhang|Yaliang Li|Bolin Ding|Jing Gao

WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp

Knowledge-aware Textual Entailment with Graph Attention Network.

Shimon Whiteson|Daoyuan Chen|Yaliang Li|Maarten de Rijke|Shimon Whiteson|Daoyuan Chen|Min Yang|Yaliang Li|Maarten de Rijke|Hai-Tao Zheng|Ying Shen

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

doi dblp

MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data.

Yang Deng|Yaliang Li|Ying Shen|Nan Du|Wei Fan|Min Yang|Kai Lei

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

doi dblp

Answer-enhanced Path-aware Relation Detection over Knowledge Base.

Daoyuan Chen|Min Yang|Hai-Tao Zheng|Yaliang Li|Ying Shen

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.

doi dblp

MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation.

Fenglong Ma|Yaliang Li|Chenwei Zhang|Jing Gao|Nan Du|Wei Fan

The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp

Ontology Evaluation with Path-based Text-aware Entropy Computation.

Ying Shen|Daoyuan Chen|Min Yang|Yaliang Li|Nan Du|Kai Lei

The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

doi dblp

Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs.

Ying Shen|Yang Deng|Min Yang|Yaliang Li|Nan Du|Wei Fan|Kai Lei

The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

doi dblp

Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts.

Yaliang Li|Nan Du|Chaochun Liu|Yusheng Xie|Wei Fan|Qi Li|Jing Gao|Huan Sun

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

doi dblp

Multi-View Time Series Classification: A Discriminative Bilinear Projection Approach.

Sheng Li|Yaliang Li|Yun Fu

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp

Influence-Aware Truth Discovery.

Hengtong Zhang|Qi Li|Fenglong Ma|Houping Xiao|Yaliang Li|Jing Gao|Lu Su

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

doi dblp

Multi-source Hierarchical Prediction Consolidation.

Chenwei Zhang|Sihong Xie|Yaliang Li|Jing Gao|Wei Fan|Philip S. Yu

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2012

doi dblp

Query-Oriented Keyphrase Extraction.

Minghui Qiu|Yaliang Li|Jing Jiang

Information Retrieval Technology, 8th Asia Information Retrieval Societies Conference, AIRS 2012, Tianjin, China, December 17-19, 2012. Proceedings