Chuan Shi

2026

doi dblp
C2-Cite: Contextual-Aware Citation Generation for Attributed Large Language Models.
Yue Yu|Ting Bai|Hengzhi Lan|Li Qian|Li Peng|Jie Wu|Wei Liu|Jian Luan|Chuan Shi
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
Spattack: Subgroup Poisoning Attacks on Federated Recommender Systems.
Bo Yan|Yurong Hao|Dingqi Liu|Huabin Sun|Pengpeng Qiao|Wei Yang Bryan Lim|Yang Cao|Chuan Shi
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Toward Graph-Tokenizing Large Language Models with Reconstructive Graph Instruction Tuning.
Zhongjian Zhang|Xiao Wang|Mengmei Zhang|Jiarui Tan|Chuan Shi
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
FRiskGPT: A Generative Foundation Model for Financial Risk Detection.
Zhongjian Zhang|Mengmei Zhang|Dehua Xu|Rongjun Shi|Jianfeng Liu|Fuli Meng|Huajian Xu|Xiao Wang|Ruijia Wang|Junze Chen|Minwei Tang|Chuan Shi
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Riemannian Graph Tokenizer for Structural Knowledge Transfer.
Qimin Zhou|Haibo Liu|Yujie Wang|Li Sun|Chuan Shi
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
Invariant debiasing learning for recommendation via biased imputation.
Ting Bai|Weijie Chen|Cheng Yang|Chuan Shi
Information Processing and Management 2025 Volume 62 Issue 3
doi dblp
Efficient Multi-task Prompt Tuning for Recommendation.
Ting Bai|Le Huang|Yue Yu|Cheng Yang|Cheng Hou|Zhe Zhao|Chuan Shi
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4
doi dblp
Data-centric Prompt Tuning for Dynamic Graphs.
Yufei Peng|Cheng Yang|Zhengjie Fan|Chuan Shi
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention Network.
Chunchen Wang|Cheng Yang|Wenchuan Yang|Le Song|Chuan Shi
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models.
Junze Chen|Xinjie Yang|Cheng Yang|Junfei Bao|Zeyuan Guo|Yawen Li|Chuan Shi
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Artificial Intelligence for Complex Network: Potential, Methodology and Application.
Jingtao Ding|Yu Zheng|Huandong Wang|Carlo Vittorio Cannistraci|Jianxi Gao|Yong Li|Chuan Shi
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Group-to-group recommendation with neural graph matching.
Chunchen Wang|Wei Wang|Cheng Yang|Chuan Shi|Ruobing Xie|Yuanfu Lu|Haili Yang|Xu Zhang
World Wide Web (WWW) 2024 Volume 27 Issue 2
doi dblp
Cross-view hypergraph contrastive learning for attribute-aware recommendation.
Ang Ma|Yanhua Yu|Chuan Shi|Zirui Guo|Tat-Seng Chua
Information Processing and Management 2024 Volume 61 Issue 4
doi dblp
Non-autoregressive personalized bundle generation.
Wenchuan Yang|Cheng Yang|Jichao Li|Yuejin Tan|Xin Lu|Chuan Shi
Information Processing and Management 2024 Volume 61 Issue 5
doi dblp
Unifying Graph Neural Networks with a Generalized Optimization Framework.
Chuan Shi|Meiqi Zhu|Yue Yu|Xiao Wang|Junping Du
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
doi dblp
Graph Fairness Learning under Distribution Shifts.
Yibo Li|Xiao Wang|Yujie Xing|Shaohua Fan|Ruijia Wang|Yaoqi Liu|Chuan Shi
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation.
Bo Yan|Yang Cao|Haoyu Wang|Wenchuan Yang|Junping Du|Chuan Shi
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Calibrating Graph Neural Networks from a Data-centric Perspective.
Cheng Yang|Chengdong Yang|Chuan Shi|Yawen Li|Zhiqiang Zhang|Jun Zhou
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks.
Mengmei Zhang|Mingwei Sun|Peng Wang|Shen Fan|Yanhu Mo|Xiaoxiao Xu|Hong Liu|Cheng Yang|Chuan Shi
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Endowing Pre-trained Graph Models with Provable Fairness.
Zhongjian Zhang|Mengmei Zhang|Yue Yu|Cheng Yang|Jiawei Liu|Chuan Shi
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Lecture-style Tutorial: Towards Graph Foundation Models.
Chuan Shi|Cheng Yang|Yuan Fang|Lichao Sun|Philip S. Yu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Retrieving GNN Architecture for Collaborative Filtering.
Fengqi Liang|Huan Zhao|Zhenyi Wang|Wei Fang|Chuan Shi
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks.
George Tsatsaronis|Chuan Shi|Yijian Liu|Hongyi Zhang|Cheng Yang|Ao Li|Yugang Ji|Luhao Zhang|Tao Li|Jinyu Yang|Tianyu Zhao|Juan Yang|Hai Huang|George Tsatsaronis|Chuan Shi
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Node-dependent Semantic Search over Heterogeneous Graph Neural Networks.
Zhenyi Wang|Huan Zhao|Fengqi Liang|Chuan Shi
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Which Matters Most in Making Fund Investment Decisions? A Multi-granularity Graph Disentangled Learning Framework.
Chunjing Gan|Binbin Hu|Bo Huang|Tianyu Zhao|Yingru Lin|Wenliang Zhong|Zhiqiang Zhang|Jun Zhou|Chuan Shi
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
GammaGL: A Multi-Backend Library for Graph Neural Networks.
Yaoqi Liu|Cheng Yang|Tianyu Zhao|Hui Han|Siyuan Zhang|Jing Wu|Guangyu Zhou|Hai Huang|Hui Wang|Chuan Shi
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Knowledge-Adaptive Contrastive Learning for Recommendation.
Hao Wang|Yao Xu|Cheng Yang|Chuan Shi|Xin Li|Ning Guo|Zhiyuan Liu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Learning to Distill Graph Neural Networks.
Cheng Yang|Yuxin Guo|Yao Xu|Chuan Shi|Jiawei Liu|Chunchen Wang|Xin Li|Ning Guo|Hongzhi Yin
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
A Post-Training Framework for Improving Heterogeneous Graph Neural Networks.
Cheng Yang|Xumeng Gong|Chuan Shi|Philip S. Yu
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Minimum Topology Attacks for Graph Neural Networks.
Mengmei Zhang|Xiao Wang|Chuan Shi|Lingjuan Lyu|Tianchi Yang|Junping Du
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
OpenHGNN: An Open Source Toolkit for Heterogeneous Graph Neural Network.
Hui Han|Tianyu Zhao|Cheng Yang|Hongyi Zhang|Yaoqi Liu|Xiao Wang|Chuan Shi
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Co-clustering Interactions via Attentive Hypergraph Neural Network.
Tianchi Yang|Cheng Yang|Luhao Zhang|Chuan Shi|Maodi Hu|Huaijun Liu|Tao Li|Dong Wang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Geometric Disentangled Collaborative Filtering.
Yiding Zhang|Chaozhuo Li|Xing Xie|Xiao Wang|Chuan Shi|Yuming Liu|Hao Sun|Liangjie Zhang|Weiwei Deng|Qi Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network.
Tianyu Zhao|Cheng Yang|Yibo Li|Quan Gan|Zhenyi Wang|Fengqi Liang|Huan Zhao|Yingxia Shao|Xiao Wang|Chuan Shi
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Profiling the Design Space for Graph Neural Networks based Collaborative Filtering.
Zhenyi Wang|Huan Zhao|Chuan Shi
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Few-shot Link Prediction in Dynamic Networks.
Cheng Yang|Chunchen Wang|Yuanfu Lu|Xumeng Gong|Chuan Shi|Wei Wang|Xu Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Prohibited Item Detection via Risk Graph Structure Learning.
Yugang Ji|Guanyi Chu|Xiao Wang|Chuan Shi|Jianan Zhao|Junping Du
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift.
Hongrui Liu|Binbin Hu|Xiao Wang|Chuan Shi|Zhiqiang Zhang|Jun Zhou
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Compact Graph Structure Learning via Mutual Information Compression.
Nian Liu|Xiao Wang|Lingfei Wu|Yu Chen|Xiaojie Guo|Chuan Shi
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
HGAT: Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification.
Tianchi Yang|Linmei Hu|Chuan Shi|Houye Ji|Xiaoli Li|Liqiang Nie
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 3
doi dblp
Contrastive Pre-Training of GNNs on Heterogeneous Graphs.
Xunqiang Jiang|Yuanfu Lu|Yuan Fang|Chuan Shi
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Prohibited Item Detection on Heterogeneous Risk Graphs.
Yugang Ji|Chuan Shi|Xiao Wang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Neural Information Diffusion Prediction with Topic-Aware Attention Network.
Hao Wang|Cheng Yang|Chuan Shi
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Topic-aware Heterogeneous Graph Neural Network for Link Prediction.
Siyong Xu|Cheng Yang|Chuan Shi|Yuan Fang|Yuxin Guo|Tianchi Yang|Luhao Zhang|Maodi Hu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Package Recommendation with Intra- and Inter-Package Attention Networks.
Chen Li|Yuanfu Lu|Wei Wang|Chuan Shi|Ruobing Xie|Haili Yang|Cheng Yang|Xu Zhang|Leyu Lin
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework.
Cheng Yang|Jiawei Liu|Chuan Shi
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Large-scale Comb-K Recommendation.
Houye Ji|Junxiong Zhu|Chuan Shi|Xiao Wang|Bai Wang|Chaoyu Zhang|Zixuan Zhu|Feng Zhang|Yanghua Li
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Graph Structure Estimation Neural Networks.
Ruijia Wang|Shuai Mou|Xiao Wang|Wanpeng Xiao|Qi Ju|Chuan Shi|Xing Xie
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Lorentzian Graph Convolutional Networks.
Yiding Zhang|Xiao Wang|Chuan Shi|Nian Liu|Guojie Song
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Interpreting and Unifying Graph Neural Networks with An Optimization Framework.
Meiqi Zhu|Xiao Wang|Chuan Shi|Houye Ji|Peng Cui
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Graph neural news recommendation with long-term and short-term interest modeling.
Linmei Hu|Chen Li|Chuan Shi|Cheng Yang|Chao Shao
Information Processing and Management 2020 Volume 57 Issue 2
doi dblp
Embedding geographic information for anomalous trajectory detection.
Ding Xiao|Li Song|Ruijia Wang|Xiaotian Han|Yanan Cai|Chuan Shi
World Wide Web (WWW) 2020 Volume 23 Issue 5
doi dblp
Semi-supervised Co-Clustering on Attributed Heterogeneous Information Networks.
Yugang Ji|Chuan Shi|Yuan Fang|Xiangnan Kong|Mingyang Yin
Information Processing and Management 2020 Volume 57 Issue 6
doi dblp
More Than One: A Cluster-Prototype Matching Framework for Zero-Shot Learning.
Jing Zhang|Yangli-ao Geng|Qingyong Li|Chuan Shi
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
EasyGML: A Fully-functional and Easy-to-use Platform for Industrial Graph Machine Learning.
Zhiqiang Zhang|Jun Zhou|Chuan Shi
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Structural Deep Clustering Network.
Deyu Bo|Xiao Wang|Chuan Shi|Meiqi Zhu|Emiao Lu|Peng Cui
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi dblp
One2Multi Graph Autoencoder for Multi-view Graph Clustering.
Shaohua Fan|Xiao Wang|Chuan Shi|Emiao Lu|Ken Lin|Bai Wang
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
SemRec: a personalized semantic recommendation method based on weighted heterogeneous information networks.
Chuan Shi|Zhiqiang Zhang|Yugang Ji|Weipeng Wang|Philip S. Yu|Zhiping Shi
World Wide Web (WWW) 2019 Volume 22 Issue 1
doi dblp
Temporal Network Embedding with Micro- and Macro-dynamics.
Yuanfu Lu|Xiao Wang|Chuan Shi|Philip S. Yu|Yanfang Ye
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Recent Developments of Deep Heterogeneous Information Network Analysis.
Chuan Shi|Philip S. Yu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
HENA 2019: The 3rd Workshop of Heterogeneous Information Network Analysis and Applications.
Chuan Shi|Yanfang Ye|Jiawei Zhang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework.
Yiming Zhang|Yujie Fan|Yanfang Ye|Liang Zhao|Chuan Shi
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Author Set Identification via Quasi-Clique Discovery.
Yuyan Zheng|Chuan Shi|Xiangnan Kong|Yanfang Ye
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Heterogeneous Graph Attention Network.
Xiao Wang|Houye Ji|Chuan Shi|Bai Wang|Yanfang Ye|Peng Cui|Philip S. Yu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network.
Yiming Zhang|Yujie Fan|Wei Song|Shifu Hou|Yanfang Ye|Xin Li|Liang Zhao|Chuan Shi|Jiabin Wang|Qi Xiong
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Coupled matrix factorization and topic modeling for aspect mining.
Ding Xiao|Yugang Ji|Yitong Li|Fuzhen Zhuang|Chuan Shi
Information Processing and Management 2018 Volume 54 Issue 6
doi dblp
Abnormal Event Detection via Heterogeneous Information Network Embedding.
Shaohua Fan|Chuan Shi|Xiao Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi dblp
Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network.
Binbin Hu|Chuan Shi|Wayne Xin Zhao|Tianchi Yang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

doi dblp
Local Ensemble across Multiple Sources for Collaborative Filtering.
Jing Zheng|Fuzhen Zhuang|Chuan Shi
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi dblp
Local Low-Rank Matrix Approximation with Preference Selection of Anchor Points.
Menghao Zhang|Binbin Hu|Chuan Shi|Bai Wang
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2015

doi dblp
Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks.
Chuan Shi|Zhiqiang Zhang|Ping Luo|Philip S. Yu|Yading Yue|Bin Wu
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

doi dblp
Multi-Label Classification Based on Multi-Objective Optimization.
Chuan Shi|Xiangnan Kong|Di Fu|Philip S. Yu|Bin Wu
ACM Transactions on Intelligent Systems and Technology (TIST) 2014 Volume 5 Issue 2
doi dblp
Ranking-based Clustering on General Heterogeneous Information Networks by Network Projection.
Chuan Shi|Ran Wang|Yitong Li|Philip S. Yu|Bin Wu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2011

doi dblp
On selection of objective functions in multi-objective community detection.
Chuan Shi|Philip S. Yu|Yanan Cai|Zhenyu Yan|Bin Wu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

doi dblp
FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies.
Zhiyuan Liu|Chuan Shi|Maosong Sun
Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings