| 2026 | ACL | AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. | Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiao Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, J. I Yi, Gong Zhang, Renhai Chen, Yangqiu Song |
| 2026 | ACL | XToM: Exploring the Multilingual Theory of Mind for Large Language Models. | Chunkit Chan, Yauwai Yim, Hongchuan Zeng, Zhiying Zou, Xinyuan Cheng, Zhifan Sun, Zheye Deng, Kawai Chung, Yuzhuo Ao, Yixiang Fan, Cheng Jiayang, Ercong Nie, Ginny Y. Wong, Helmut Schmid, Hinrich Schtze, Simon See, Yangqiu Song |
| 2026 | ACL | Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction. | Yulin Chen, Haoran Li, Yuan Sui, Yue Liu, Yufei He, Xiaoling Bai, Chi Fei, Li Yabo, Haozhe Ma, Yangqiu Song, Bryan Hooi |
| 2026 | ACL | DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping. | Wei Fan, Wenlin Yao, Zheng Li, Feng Yao, Xin Liu, Liang Qiu, Qingyu Yin, Yangqiu Song, Bing Yin |
| 2026 | ACL | GrandGuard: Taxonomy, Benchmark, and Safeguards for Elderly-Chatbot Interaction Safety. | Changxuan Fan, Xi Yang, Yueyuan Zheng, Bin Zhou, Yuanping Wang, Wenbin Hu, Huihao Jing, Ki Sen Hung, Dazhao Du, Haoran Li, Janet Hui-wen Hsiao, Yangqiu Song |
| 2026 | ACL | OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset. | Wenbin Hu, Huihao Jing, Haochen Shi, Changxuan Fan, Haoran Li, Yangqiu Song |
| 2026 | ACL | Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries. | Ki Sen Hung, Xi Yang, Chang Liu, Haoran Li, Kejiang Chen, Changxuan Fan, Tsun On Kwok, Weiming Zhang, Xiaomeng Li, Yangqiu Song |
| 2026 | ACL | ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance. | Haoran Li, Yulin Chen, Huihao Jing, Wenbin Hu, Tsz Ho Li, Chanhou Lou, Hong Ting Tsang, Sirui Han, Yangqiu Song |
| 2026 | ACL | DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay. | Yunxiang Mo, Tianshi Zheng, Qing Zong, Jiayu Liu, Baixuan Xu, Yauwai Yim, Chunkit Chan, Jiaxin Bai, Yangqiu Song |
| 2026 | ACL | InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling. | Haochen Shi, Tianshi Zheng, Weiqi Wang, Baixuan Xu, Chunyang Li, Chunkit Chan, Tao Fan, Yangqiu Song |
| 2026 | ACL | AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction. | Hong Ting Tsang, Jiaxin Bai, Haoyu Huang, Qiao Xiao, Tianshi Zheng, Baixuan Xu, Shujie Liu, Yangqiu Song |
| 2026 | ACL | arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation. | Weiqi Wang, Jiefu Ou, Yangqiu Song, Benjamin Van Durme, Daniel Khashabi |
| 2026 | ACL | SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding. | Yuqi Yang, Weiqi Wang, Baixuan Xu, Wei Fan, Qing Zong, Chunkit Chan, Zheye Deng, Xin Liu, Yifan Gao, Changlong Yu, Chen Luo, Yang Li, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song |
| 2026 | EACL | Intention Knowledge Graph Construction for User Intention Relation Modeling. | Jiaxin Bai, Zhaobo Wang, Junfei Cheng, Dan Yu, Zerui Huang, Weiqi Wang, Xin Liu, Chen Luo, Yanming Zhu, Bo Li, Yangqiu Song |
| 2026 | WWW | Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model. | Yisen Gao, Jiaxin Bai, Yi Huang, Xingcheng Fu, Qingyun Sun, Yangqiu Song |
| 2025 | AAAI | Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models. | Haoran Li, Yulin Chen, Zihao Zheng, Qi Hu, Chunkit Chan, Heshan Liu, Yangqiu Song |
| 2025 | ACL | MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset. | Weiqi Wang, Yangqiu Song |
| 2025 | ACL | PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance. | Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | ACL | ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning. | Liyu Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song |
| 2025 | ACL | Defense Against Prompt Injection Attack by Leveraging Attack Techniques. | Yulin Chen, Haoran Li, Zihao Zheng, Dekai Wu, Yangqiu Song, Bryan Hooi |
| 2025 | ACL | Can Indirect Prompt Injection Attacks Be Detected and Removed? | Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi |
| 2025 | ACL | Extending Complex Logical Queries on Uncertain Knowledge Graphs. | Weizhi Fei, Zihao Wang, Hang Yin, Yang Duan, Yangqiu Song |
| 2025 | ACL | Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations. | Chunyang Li, Weiqi Wang, Tianshi Zheng, Yangqiu Song |
| 2025 | ACL | Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty? | Jiayu Liu, Qing Zong, Weiqi Wang, Yangqiu Song |
| 2025 | ACL | EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. | Weiqi Wang, Limeng Cui, Xin Liu, Sreyashi Nag, Wenju Xu, Chen Luo, Sheikh Muhammad Sarwar, Yang Li, Hansu Gu, Hui Liu, Changlong Yu, Jiaxin Bai, Yifan Gao, Haiyang Zhang, Qi He, Shuiwang Ji, Yangqiu Song |
| 2025 | ACL | KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? | Tianshi Zheng, Weihan Li, Jiaxin Bai, Weiqi Wang, Yangqiu Song |
| 2025 | ACL | Enhancing Transformers for Generalizable First-Order Logical Entailment. | Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li |
| 2025 | ACL | ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty. | Qing Zong, Zhaowei Wang, Tianshi Zheng, Xiyu Ren, Yangqiu Song |
| 2025 | CIKM | Frontiers in Graph Machine Learning for the Large Model Era. | Qingyun Sun, Ziwei Zhang, Xingcheng Fu, Yangqiu Song, Jianxin Li, Philip S. Yu |
| 2025 | COLING | Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025. | Kang Liu, Yangqiu Song, Zhen Han, Rafet Sifa, Shizhu He, Yunfei Long |
| 2025 | CVPR | 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 |
| 2025 | EMNLP | TopicAttack: An Indirect Prompt Injection Attack via Topic Transition. | Yulin Chen, Haoran Li, Yuexin Li, Yue Liu, Yangqiu Song, Bryan Hooi |
| 2025 | EMNLP | Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods. | Yulin Chen, Haoran Li, Yuan Sui, Yangqiu Song, Bryan Hooi |
| 2025 | EMNLP | Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning. | Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | EMNLP | InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding. | Cheng Jiayang, Qianqian Zhuang, Haoran Li, Chunkit Chan, Xin Liu, Lin Qiu, Yangqiu Song |
| 2025 | EMNLP | MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol. | Huihao Jing, Haoran Li, Wenbin Hu, Qi Hu, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | EMNLP | A Survey of RAG-Reasoning Systems in Large Language Models. | Yangning Li, Weizhi Zhang, Yuyao Yang, Wei-Chieh Huang, Yaozu Wu, Junyu Luo, Yuanchen Bei, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Chunkit Chan, Yankai Chen, Zhongfen Deng, Yinghui Li, Hai-Tao Zheng, Dongyuan Li, Renhe Jiang, Ming Zhang, Yangqiu Song, Philip S. Yu |
| 2025 | EMNLP | On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. | Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song |
| 2025 | EMNLP | DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes. | Zhaowei Wang, Hongming Zhang, Tianqing Fang, Ye Tian, Yue Yang, Kaixin Ma, Xiaoman Pan, Yangqiu Song, Dong Yu |
| 2025 | EMNLP | From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. | Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song |
| 2025 | EMNLP | LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning. | Tianshi Zheng, Cheng Jiayang, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2025 | ICML | 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 |
| 2025 | KDD | EFO | Hang Yin, Zihao Wang, Weizhi Fei, Yangqiu Song |
| 2025 | NAACL | Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction. | Kaiqiao Han, Tianqing Fang, Zhaowei Wang, Yangqiu Song, Mark Steedman |
| 2025 | NAACL | Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory. | Haoran Li, Wei Fan, Yulin Chen, Cheng Jiayang, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song |
| 2024 | ACL | CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. | Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Cheng Jiayang, Chunkit Chan, Yangqiu Song |
| 2024 | ACL | PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. | Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song |
| 2024 | ACL | Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation. | Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song |
| 2024 | ACL | Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs. | Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut |
| 2024 | ACL | AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation. | Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2024 | ACL | Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? | Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song |
| 2024 | COLING | EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs. | Cheng Jiayang, Lin Qiu, Chunkit Chan, Xin Liu, Yangqiu Song, Zheng Zhang |
| 2024 | DASFAA | Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation. | Wei Fan, Weijia Zhang, Weiqi Wang, Yangqiu Song, Hao Liu |
| 2024 | EACL | Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. | Chunkit Chan, Cheng Jiayang, Weiqi Wang, Yuxin Jiang, Tianqing Fang, Xin Liu, Yangqiu Song |
| 2024 | EACL | ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases. | Quyet V. Do, Tianqing Fang, Shizhe Diao, Zhaowei Wang, Yangqiu Song |
| 2024 | EACL | On-the-fly Denoising for Data Augmentation in Natural Language Understanding. | Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen |
| 2024 | ECAI | Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate. | Chunkit Chan, Jiayang Cheng, Xin Liu, Yauwai Yim, Yuxin Jiang, Zheye Deng, Haoran Li, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2024 | EMNLP | IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. | Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Junxian He, Yangqiu Song |
| 2024 | EMNLP | NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding. | Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song |
| 2024 | EMNLP | Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction. | Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song |
| 2024 | EMNLP | GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory. | Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song |
| 2024 | EMNLP | ECON: On the Detection and Resolution of Evidence Conflicts. | Cheng Jiayang, Chunkit Chan, Qianqian Zhuang, Lin Qiu, Tianhang Zhang, Tengxiao Liu, Yangqiu Song, Yue Zhang, Pengfei Liu, Zheng Zhang |
| 2024 | EMNLP | ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities. | Ying Su, Zhan Ling, Haochen Shi, Cheng Jiayang, Yauwai Yim, Yangqiu Song |
| 2024 | EMNLP | MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. | Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song |
| 2024 | EMNLP | Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. | Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Guang Liu, Jun Zhao, Kang Liu |
| 2024 | ICLR | Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors. | Hang Yin, Zihao Wang, Yangqiu Song |
| 2024 | KDD | Understanding Inter-Session Intentions via Complex Logical Reasoning. | Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song |
| 2024 | KDD | Privacy-Preserved Neural Graph Databases. | Qi Hu, Haoran Li, Jiaxin Bai, Zihao Wang, Yangqiu Song |
| 2024 | NAACL | Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. | Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen |
| 2024 | NAACL | AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph. | Zhaowei Wang, Haochen Shi, Weiqi Wang, Tianqing Fang, Hongming Zhang, Sehyun Choi, Xin Liu, Yangqiu Song |
| 2024 | PRICAI | Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models. | Zizheng Lin, Chunkit Chan, Yangqiu Song, Xin Liu |
| 2024 | WWW | New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends. | Lihui Liu, Zihao Wang, Jiaxin Bai, Yangqiu Song, Hanghang Tong |
| 2024 | SIGMOD | COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon. | Changlong Yu, Xin Liu, Jefferson Maia, Yang Li, Tianyu Cao, Yifan Gao, Yangqiu Song, Rahul Goutam, Haiyang Zhang, Bing Yin, Zheng Li |
| 2024 | WSDM | User Consented Federated Recommender System Against Personalized Attribute Inference Attack. | Qi Hu, Yangqiu Song |
| 2023 | ACL | COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective. | Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2023 | ACL | Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence. | Haoran Li, Mingshi Xu, Yangqiu Song |
| 2023 | ACL | DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition. | Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2023 | ACL | CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. | Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen |
| 2023 | ACL | Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport. | Zihao Wang, Weizhi Fei, Hang Yin, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2023 | ACL | FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery. | Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin |
| 2023 | CIKM | Independent Distribution Regularization for Private Graph Embedding. | Qi Hu, Yangqiu Song |
| 2023 | EACL | Global Constraints with Prompting for Zero-Shot Event Argument Classification. | Zizheng Lin, Hongming Zhang, Yangqiu Song |
| 2023 | EACL | CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm. | Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth |
| 2023 | EMNLP | StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding. | Cheng Jiayang, Lin Qiu, Tsz Ho Chan, Tianqing Fang, Weiqi Wang, Chunkit Chan, Dongyu Ru, Qipeng Guo, Hongming Zhang, Yangqiu Song, Yue Zhang, Zheng Zhang |
| 2023 | EMNLP | KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection. | Sehyun Choi, Tianqing Fang, Zhaowei Wang, Yangqiu Song |
| 2023 | EMNLP | Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection. | Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song |
| 2023 | EMNLP | Multi-step Jailbreaking Privacy Attacks on ChatGPT. | Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Jie Huang, Fanpu Meng, Yangqiu Song |
| 2023 | EMNLP | LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs. | Junnan Liu, Qianren Mao, Chenghua Lin, Yangqiu Song, Jianxin Li |
| 2023 | EMNLP | QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering. | Haochen Shi, Weiqi Wang, Tianqing Fang, Baixuan Xu, Wenxuan Ding, Xin Liu, Yangqiu Song |
| 2023 | EMNLP | CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering. | Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut |
| 2023 | ICLR | Logical Message Passing Networks with One-hop Inference on Atomic Formulas. | Zihao Wang, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2023 | IJCNLP | Self-Consistent Narrative Prompts on Abductive Natural Language Inference. | Chunkit Chan, Xin Liu, Tsz Ho Chan, Jiayang Cheng, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2023 | KDD | Knowledge Graph Reasoning over Entities and Numerical Values. | Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song |
| 2023 | SIGIR | Implicit Query Parsing at Amazon Product Search. | Chen Luo, Rahul Goutam, Haiyang Zhang, Chao Zhang, Yangqiu Song, Bing Yin |
| 2022 | AAAI | Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching. | Xin Liu, Yangqiu Song |
| 2022 | ACL | Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting. | Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang |
| 2022 | ACL | CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations. | Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng |
| 2022 | CIKM | Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies. | Yinghua Zhang, Yangqiu Song, Kun Bai, Qiang Yang |
| 2022 | COLING | Multilingual Word Sense Disambiguation with Unified Sense Representation. | Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang |
| 2022 | EMNLP | PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population. | Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2022 | EMNLP | MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation. | Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang |
| 2022 | EMNLP | SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller. | Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2022 | EMNLP | Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform. | Huiru Xiao, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2022 | EMNLP | An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks. | Changlong Yu, Tianyi Xiao, Lingpeng Kong, Yangqiu Song, Wilfred Ng |
| 2022 | ICML | Boosting Graph Structure Learning with Dummy Nodes. | Xin Liu, Jiayang Cheng, Yangqiu Song, Xin Jiang |
| 2022 | LREC | PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English. | Xinran Zhao, Hongming Zhang, Yangqiu Song |
| 2022 | NAACL | You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas. | Haoran Li, Yangqiu Song, Lixin Fan |
| 2022 | NAACL | Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. | Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song |
| 2022 | NAACL | Weakly Supervised Text Classification using Supervision Signals from a Language Model. | Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song |
| 2021 | ACL | Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model. | Hongliang Dai, Yangqiu Song, Haixun Wang |
| 2021 | ACL | Exploring Discourse Structures for Argument Impact Classification. | Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang |
| 2021 | ACL | Probing Toxic Content in Large Pre-Trained Language Models. | Nedjma Ousidhoum, Xinran Zhao, Tianqing Fang, Yangqiu Song, Dit-Yan Yeung |
| 2021 | CIKM | Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering. | Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye |
| 2021 | CIKM | Differentially Private Federated Knowledge Graphs Embedding. | Hao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li |
| 2021 | CIKM | Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks. | Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song |
| 2021 | CVPR | Learning Contextual Causality Between Daily Events From Time-Consecutive Images. | Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth |
| 2021 | EACL | Joint Coreference Resolution and Character Linking for Multiparty Conversation. | Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu |
| 2021 | EACL | Variational Weakly Supervised Sentiment Analysis with Posterior Regularization. | Ziqian Zeng, Yangqiu Song |
| 2021 | EMNLP | Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset. | Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He |
| 2021 | EMNLP | Exophoric Pronoun Resolution in Dialogues with Topic Regularization. | Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu |
| 2021 | ICWSM | Fair Representation Learning for Heterogeneous Information Networks. | Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan |
| 2021 | WWW | DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge. | Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He |
| 2020 | ACL | WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge. | Hongming Zhang, Xinran Zhao, Yangqiu Song |
| 2020 | CIKM | Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network. | Haotian Li, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu |
| 2020 | EMNLP | Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets. | Nedjma Ousidhoum, Yangqiu Song, Dit-Yan Yeung |
| 2020 | EMNLP | When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models. | Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi |
| 2020 | EMNLP | Analogous Process Structure Induction for Sub-event Sequence Prediction. | Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth |
| 2020 | IJCAI | On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification. | Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang |
| 2020 | IJCAI | TransOMCS: From Linguistic Graphs to Commonsense Knowledge. | Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth |
| 2020 | KDD | Neural Subgraph Isomorphism Counting. | Xin Liu, Haojie Pan, Mutian He, Yangqiu Song, Xin Jiang, Lifeng Shang |
| 2020 | KDD | Recent Advances on Graph Analytics and Its Applications in Healthcare. | Fei Wang, Peng Cui, Jian Pei, Yangqiu Song, Chengxi Zang |
| 2020 | KDD | Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning. | Yinghua Zhang, Yangqiu Song, Jian Liang, Kun Bai, Qiang Yang |
| 2020 | LREC | A Chinese Corpus for Fine-grained Entity Typing. | Chin Lee, Hongliang Dai, Yangqiu Song, Xin Li |
| 2020 | WWW | ASER: A Large-scale Eventuality Knowledge Graph. | Hongming Zhang, Xin Liu, Haojie Pan, Yangqiu Song, Cane Wing-Ki Leung |
| 2020 | SDM | Vertex-reinforced Random Walk for Network Embedding. | Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song |
| 2020 | SDM | Fisher Deep Domain Adaptation. | Yinghua Zhang, Yu Zhang, Ying Wei, Kun Bai, Yangqiu Song, Qiang Yang |
| 2019 | ACL | Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision. | Hongliang Dai, Yangqiu Song |
| 2019 | ACL | SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition. | Hongming Zhang, Hantian Ding, Yangqiu Song |
| 2019 | ACL | Knowledge-aware Pronoun Coreference Resolution. | Hongming Zhang, Yan Song, Yangqiu Song, Dong Yu |
| 2019 | CIKM | Hyper-Path-Based Representation Learning for Hyper-Networks. | Jie Huang, Xin Liu, Yangqiu Song |
| 2019 | CIKM | HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding. | Yu He, Yangqiu Song, Jianxin Li, Cheng Ji, Jian Peng, Hao Peng |
| 2019 | CIKM | Motif Enhanced Recommendation over Heterogeneous Information Network. | Huan Zhao, Yingqi Zhou, Yangqiu Song, Dik Lun Lee |
| 2019 | EMNLP | Improving Fine-grained Entity Typing with Entity Linking. | Hongliang Dai, Donghong Du, Xin Li, Yangqiu Song |
| 2019 | EMNLP | Multilingual and Multi-Aspect Hate Speech Analysis. | Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, Yangqiu Song, Dit-Yan Yeung |
| 2019 | EMNLP | What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues. | Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang |
| 2019 | EMNLP | Multiplex Word Embeddings for Selectional Preference Acquisition. | Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu |
| 2019 | IJCAI | Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks. | Hao Peng, Jianxin Li, Qiran Gong, Yangqiu Song, Yuanxing Ning, Kunfeng Lai, Philip S. Yu |
| 2019 | KDD | Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction. | Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang |
| 2019 | NAACL | Relation Discovery with Out-of-Relation Knowledge Base as Supervision. | Yan Liang, Xin Liu, Jianwen Zhang, Yangqiu Song |
| 2019 | NAACL | A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification. | Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song |
| 2019 | NAACL | Incorporating Context and External Knowledge for Pronoun Coreference Resolution. | Hongming Zhang, Yan Song, Yangqiu Song |
| 2019 | WWW | Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification. | Huiru Xiao, Xin Liu, Yangqiu Song |
| 2018 | AAAI | Training and Evaluating Improved Dependency-Based Word Embeddings. | Chen Li, Jianxin Li, Yangqiu Song, Ziwei Lin |
| 2018 | AAAI | Ranking Users in Social Networks With Higher-Order Structures. | Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao |
| 2018 | EMNLP | Entity Linking within a Social Media Platform: A Case Study on Yelp. | Hongliang Dai, Yangqiu Song, Liwei Qiu, Rijia Liu |
| 2018 | IJCAI | Time-evolving Text Classification with Deep Neural Networks. | Yu He, Jianxin Li, Yangqiu Song, Mutian He, Hao Peng |
| 2018 | IJCAI | Make Evasion Harder: An Intelligent Android Malware Detection System. | Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu |
| 2018 | IJCAI | Biased Random Walk based Social Regularization for Word Embeddings. | Ziqian Zeng, Xin Liu, Yangqiu Song |
| 2018 | IJCAI | Scalable Multiplex Network Embedding. | Hongming Zhang, Liwei Qiu, Lingling Yi, Yangqiu Song |
| 2018 | LREC | CogCompNLP: Your Swiss Army Knife for NLP. | Daniel Khashabi, Mark Sammons, Ben Zhou, Tom Redman, Christos Christodoulopoulos, Vivek Srikumar, Nicholas Rizzolo, Lev-Arie Ratinov, Guanheng Luo, Quang Do, Chen-Tse Tsai, Subhro Roy, Stephen Mayhew, Zhili Feng, John Wieting, Xiaodong Yu, Yangqiu Song, Shashank Gupta, Shyam Upadhyay, Naveen Arivazhagan, Qiang Ning, Shaoshi Ling, Dan Roth |
| 2018 | WWW | Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN. | Hao Peng, Jianxin Li, Yu He, Yaopeng Liu, Mengjiao Bao, Lihong Wang, Yangqiu Song, Qiang Yang |
| 2017 | AAAI | Incrementally Learning the Hierarchical Softmax Function for Neural Language Models. | Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu |
| 2017 | CIKM | Budgeted Task Scheduling for Crowdsourced Knowledge Acquisition. | Tao Han, Hailong Sun, Yangqiu Song, Zizhe Wang, Xudong Liu |
| 2017 | CIKM | Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks. | Chenguang Wang, Yangqiu Song, Haoran Li, Yizhou Sun, Ming Zhang, Jiawei Han |
| 2017 | EMNLP | Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension. | Yichun Yin, Yangqiu Song, Ming Zhang |
| 2017 | EMNLP | Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components. | Jinxing Yu, Xun Jian, Hao Xin, Yangqiu Song |
| 2017 | IJCAI | 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 |
| 2017 | IJCAI | Socialized Word Embeddings. | Ziqian Zeng, Yichun Yin, Yangqiu Song, Ming Zhang |
| 2017 | KDD | HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network. | Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu |
| 2017 | KDD | Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks. | Huan Zhao, Quanming Yao, Jianda Li, Yangqiu Song, Dik Lun Lee |
| 2016 | AAAI | Text Classification with Heterogeneous Information Network Kernels. | Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han |
| 2016 | AAAI | Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning. | Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang Yang |
| 2016 | AAAI | Tracking Idea Flows between Social Groups. | Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song |
| 2016 | ACL | Word Embeddings with Limited Memory. | Shaoshi Ling, Yangqiu Song, Dan Roth |
| 2016 | EMNLP | Event Detection and Co-reference with Minimal Supervision. | Haoruo Peng, Yangqiu Song, Dan Roth |
| 2016 | IJCAI | Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition. | Tao Han, Hailong Sun, Yangqiu Song, Yili Fang, Xudong Liu |
| 2016 | IJCAI | Cross-Lingual Dataless Classification for Many Languages. | Yangqiu Song, Shyam Upadhyay, Haoruo Peng, Dan Roth |
| 2016 | IJCAI | Improving Topic Model Stability for Effective Document Exploration. | Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara |
| 2016 | SDM | RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks. | Chenguang Wang, Yizhou Sun, Yanglei Song, Jiawei Han, Yangqiu Song, Lidan Wang, Ming Zhang |
| 2015 | AAAI | Spectral Label Refinement for Noisy and Missing Text Labels. | Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang |
| 2015 | AAAI | Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews. | Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu |
| 2015 | AAAI | Microblog Sentiment Classification with Contextual Knowledge Regularization. | Fangzhao Wu, Yangqiu Song, Yongfeng Huang |
| 2015 | CoNLL | Improving a Pipeline Architecture for Shallow Discourse Parsing. | Yangqiu Song, Haoruo Peng, Parisa Kordjamshidi, Mark Sammons, Dan Roth |
| 2015 | ICDM | KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks. | Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han |
| 2015 | ICDM | Semantic-Based Recommendation Across Heterogeneous Domains. | Deqing Yang, Yanghua Xiao, Yangqiu Song, Wei Wang |
| 2015 | IJCAI | Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach. | Yangqiu Song, Shusen Wang, Haixun Wang |
| 2015 | IJCAI | 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 |
| 2015 | IUI | User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content. | Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara |
| 2015 | KDD | Transitive Transfer Learning. | Ben Tan, Yangqiu Song, Erheng Zhong, Qiang Yang |
| 2015 | KDD | Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks. | Chenguang Wang, Yangqiu Song, Ahmed El-Kishky, Dan Roth, Ming Zhang, Jiawei Han |
| 2015 | NAACL | Unsupervised Sparse Vector Densification for Short Text Similarity. | Yangqiu Song, Dan Roth |
| 2014 | AAAI | On Dataless Hierarchical Text Classification. | Yangqiu Song, Dan Roth |
| 2014 | CIKM | Transfer Understanding from Head Queries to Tail Queries. | Yangqiu Song, Haixun Wang, Weizhu Chen, Shusen Wang |
| 2014 | KDD | Scalable heterogeneous translated hashing. | Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang |
| 2014 | WWW | Tag propagation based recommendation across diverse social media. | Deqing Yang, Yanghua Xiao, Yangqiu Song, Junjun Zhang, Kezun Zhang, Wei Wang |
| 2013 | CIKM | Lead-lag analysis via sparse co-projection in correlated text streams. | Fangzhao Wu, Yangqiu Song, Shixia Liu, Yongfeng Huang, Zhenyu Liu |
| 2013 | IUI | Optimizing temporal topic segmentation for intelligent text visualization. | Shimei Pan, Michelle X. Zhou, Yangqiu Song, Weihong Qian, Fei Wang, Shixia Liu |
| 2013 | KDD | Collaborative boosting for activity classification in microblogs. | Yangqiu Song, Zhengdong Lu, Cane Wing-ki Leung, Qiang Yang |
| 2013 | KDD | Mining evolutionary multi-branch trees from text streams. | Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo |
| 2013 | WSDM | Identifying users' topical tasks in web search. | Wen Hua, Yangqiu Song, Haixun Wang, Xiaofang Zhou |
| 2012 | KDD | Automatic taxonomy construction from keywords. | Xueqing Liu, Yangqiu Song, Shixia Liu, Haixun Wang |
| 2011 | ICDM | Isanette: A Common and Common Sense Knowledge Base for Opinion Mining. | Erik Cambria, Yangqiu Song, Haixun Wang, Amir Hussain |
| 2011 | ICDM | Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes. | Zekai Gao, Yangqiu Song, Shixia Liu, Haixun Wang, Hao Wei, Yang Chen, Weiwei Cui |
| 2011 | IJCAI | Short Text Conceptualization Using a Probabilistic Knowledgebase. | Yangqiu Song, Haixun Wang, Zhongyuan Wang, Hongsong Li, Weizhu Chen |
| 2010 | AAAI | Constrained Coclustering for Textual Documents. | Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian |
| 2010 | ICDM | Homotopy Regularization for Boosting. | Zheng Wang, Yangqiu Song, Changshui Zhang |
| 2010 | KDD | TIARA: a visual exploratory text analytic system. | Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang |
| 2010 | KDD | Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. | Jianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu |
| 2009 | CIKM | Topic and keyword re-ranking for LDA-based topic modeling. | Yangqiu Song, Shimei Pan, Shixia Liu, Michelle X. Zhou, Weihong Qian |
| 2009 | IJCAI | Knowledge Transfer on Hybrid Graph. | Zheng Wang, Yangqiu Song, Changshui Zhang |
| 2009 | IJCAI | On-line Evolutionary Exponential Family Mixture. | Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang |
| 2009 | SDM | Efficient Active Learning with Boosting. | Zheng Wang, Yangqiu Song, Changshui Zhang |
| 2008 | CIKM | Semi-supervised ranking aggregation. | Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang |
| 2008 | ICASSP | Cost-sensitive boosting algorithms as gradient descent. | Qu-Tang Cai, Yangqiu Song, Chang-shui Zhang |
| 2008 | ICASSP | Active model selection for Graph-Based Semi-Supervised Learning. | Bin Zhao, Fei Wang, Changshui Zhang, Yangqiu Song |
| 2008 | SDM | Semi-supervised Multi-label Learning by Solving a Sylvester Equation. | Gang Chen, Yangqiu Song, Fei Wang, Changshui Zhang |
| 2007 | ACCV | Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning. | Dan Zhang, Zhenwei Shi, Yangqiu Song, Changshui Zhang |
| 2007 | CIKM | Ranking with semi-supervised distance metric learning and its application to housing potential estimation. | Yangqiu Song, Bin Zhang, Wen Jun Yin, Changshui Zhang, Jin Dong |
| 2007 | CVPR | Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. | Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang |
| 2007 | ICASSP | Extracting the Optimal Dimensionality for Discriminant Analysis. | Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang |
| 2007 | ICASSP | Semi-Supervised Music Genre Classification. | Yangqiu Song, Changshui Zhang, Shiming Xiang |
| 2007 | PAKDD | Embedding New Data Points for Manifold Learning Via Coordinate Propagation. | Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang |
| 2006 | CVPR | A Discriminative Method For Semi-Automated Tumorous Tissues Segmentation of MR Brain Images. | Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang |
| 2006 | SSPR | Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. | Yangqiu Song, Changshui Zhang, Jianguo Lee |
| 2005 | IJCNN | New boosting methods of Gaussian processes for regression. | Yangqiu Song, Changshui Zhang |