Song, Yangqiu

52 publications

CVPR 2025 Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks Peng Xie, Yequan Bie, Jianda Mao, Yangqiu Song, Yang Wang, Hao Chen, Kani Chen

TMLR 2025 Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li

NeurIPS 2025 MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly Zhaowei Wang, Wenhao Yu, Xiyu Ren, Jipeng Zhang, Yu Zhao, Rohit Saxena, Liang Cheng, Ginny Wong, Simon See, Pasquale Minervini, Yangqiu Song, Mark Steedman

ICML 2025 Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization Peiyan Zhang, Haibo Jin, Leyang Hu, Xinnuo Li, Liying Kang, Man Luo, Yangqiu Song, Haohan Wang

AAAI 2025 Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models Haoran Li, Yulin Chen, Zihao Zheng, Qi Hu, Chunkit Chan, Heshan Liu, Yangqiu Song

NeurIPS 2025 SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset Peng Xie, Xingyuan Liu, Yequan Bie, Tsz Wai Chan, Yangqiu Song, Yang Wang, Hao Chen, Kani Chen

TMLR 2025 The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning Tianshi Zheng, Yixiang Chen, Chengxi Li, Chunyang Li, Qing Zong, Haochen Shi, Baixuan Xu, Yangqiu Song, Ginny Wong, Simon See

ICLR 2024 Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors Hang Yin, Zihao Wang, Yangqiu Song

TMLR 2023 Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Johan Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew Kyle Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakaş, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartłomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cesar Ferri, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Christopher Waites, Christian Voigt, Christopher D Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, C. Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A Chi, Ethan Dyer, Ethan Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, Francois Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germàn Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Xinyue Wang, Gonzalo Jaimovitch-Lopez, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Francis Anthony Shevlin, Hinrich Schuetze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, Jose Hernandez-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh Dhole, Kevin Gimpel, Kevin Omondi, Kory Wallace Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras-Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros-Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje Ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, Maria Jose Ramirez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L Leavitt, Matthias Hagen, Mátyás Schubert, Medina Orduna Baitemirova, Melody Arnaud, Melvin McElrath, Michael Andrew Yee, Michael Cohen, Michael Gu, Michael Ivanitskiy, Michael Starritt, Michael Strube, Michał Swędrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T, Nanyun Peng, Nathan Andrew Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha S. Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter W Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Miłkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan Le Bras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Russ Salakhutdinov, Ryan Andrew Chi, Seungjae Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel Stern Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima Shammie Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven Piantadosi, Stuart Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsunori Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay Venkatesh Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Sophie Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu

NeurIPS 2023 Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song

NeurIPS 2023 Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song

ICLR 2023 Logical Message Passing Networks with One-Hop Inference on Atomic Formulas Zihao Wang, Yangqiu Song, Ginny Wong, Simon See

NeurIPS 2023 Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl Yang

TMLR 2023 Sequential Query Encoding for Complex Query Answering on Knowledge Graphs Jiaxin Bai, Tianshi Zheng, Yangqiu Song

ICML 2022 Boosting Graph Structure Learning with Dummy Nodes Xin Liu, Jiayang Cheng, Yangqiu Song, Xin Jiang

AAAI 2022 Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching Xin Liu, Yangqiu Song

CVPRW 2021 Learning Contextual Causality Between Daily Events from Time-Consecutive Images Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth

JAIR 2021 RWNE: A Scalable Random-Walk Based Network Embedding Framework with Personalized Higher-Order Proximity Preserved Jianxin Li, Cheng Ji, Hao Peng, Yu He, Yangqiu Song, Xinmiao Zhang, Fanzhang Peng

ECML-PKDD 2021 Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation Yuanxin Zhuang, Chuan Shi, Cheng Yang, Fuzhen Zhuang, Yangqiu Song

IJCAI 2020 On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang

IJCAI 2020 TransOMCS: From Linguistic Graphs to Commonsense Knowledge Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth

IJCAI 2019 Fine-Grained Event Categorization with Heterogeneous Graph Convolutional Networks Hao Peng, Jianxin Li, Qiran Gong, Yangqiu Song, Yuanxing Ning, Kunfeng Lai, Philip S. Yu

IJCAI 2018 Biased Random Walk Based Social Regularization for Word Embeddings Ziqian Zeng, Xin Liu, Yangqiu Song

IJCAI 2018 Make Evasion Harder: An Intelligent Android Malware Detection System Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu

NeurIPS 2018 MetaGAN: An Adversarial Approach to Few-Shot Learning Ruixiang Zhang, Tong Che, Zoubin Ghahramani, Yoshua Bengio, Yangqiu Song

AAAI 2018 Ranking Users in Social Networks with Higher-Order Structures Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao

IJCAI 2018 Scalable Multiplex Network Embedding Hongming Zhang, Liwei Qiu, Lingling Yi, Yangqiu Song

IJCAI 2018 Time-Evolving Text Classification with Deep Neural Networks Yu He, Jianxin Li, Yangqiu Song, Mutian He, Hao Peng

AAAI 2018 Training and Evaluating Improved Dependency-Based Word Embeddings Chen Li, Jianxin Li, Yangqiu Song, Ziwei Lin

AAAI 2017 Incrementally Learning the Hierarchical SoftMax Function for Neural Language Models Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu

IJCAI 2017 Semi-Supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-Graph Guided Random Walks He Jiang, Yangqiu Song, Chenguang Wang, Ming Zhang, Yizhou Sun

IJCAI 2017 Socialized Word Embeddings Ziqian Zeng, Yichun Yin, Yangqiu Song, Ming Zhang

IJCAI 2016 Cross-Lingual Dataless Classification for Many Languages Yangqiu Song, Shyam Upadhyay, Haoruo Peng, Dan Roth

IJCAI 2016 Improving Topic Model Stability for Effective Document Exploration Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara

IJCAI 2016 Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition Tao Han, Hailong Sun, Yangqiu Song, Yili Fang, Xudong Liu

AAAI 2016 Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang Yang

AAAI 2016 Text Classification with Heterogeneous Information Network Kernels Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han

AAAI 2016 Tracking Idea Flows Between Social Groups Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song

AAAI 2015 Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu

IJCAI 2015 Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji, Ming Zhang

AAAI 2015 Microblog Sentiment Classification with Contextual Knowledge Regularization Fangzhao Wu, Yangqiu Song, Yongfeng Huang

IJCAI 2015 Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach Yangqiu Song, Shusen Wang, Haixun Wang

AAAI 2015 Spectral Label Refinement for Noisy and Missing Text Labels Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang

AAAI 2014 On Dataless Hierarchical Text Classification Yangqiu Song, Dan Roth

IJCAI 2011 Short Text Conceptualization Using a Probabilistic Knowledgebase Yangqiu Song, Haixun Wang, Zhongyuan Wang, Hongsong Li, Weizhu Chen

AAAI 2010 Constrained Coclustering for Textual Documents Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian

IJCAI 2009 Knowledge Transfer on Hybrid Graph Zheng Wang, Yangqiu Song, Changshui Zhang

IJCAI 2009 On-Line Evolutionary Exponential Family Mixture Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang

ECML-PKDD 2008 Parallel Spectral Clustering Yangqiu Song, WenYen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang

ECML-PKDD 2008 Transferred Dimensionality Reduction Zheng Wang, Yangqiu Song, Changshui Zhang

CVPR 2007 Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang

CVPRW 2006 A Discriminative Method for Semi-Automated Tumorous Tissues Segmentation of MR Brain Images Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang