Yangqiu Song

524 papers A* 90A 30B 6Misc 3Journal 284Unranked 111
YearRankTypeTitle / Venue / Authors
2026 J jnl
AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations.
CoRR
Cheng Jiayang, Dongyu Ru, Lin Qiu, Yiyang Li, Xuezhi Cao, Yangqiu Song, Xunliang Cai
2026 J jnl
Do Reasoning Models Enhance Embedding Models?
CoRR
Wun Yu Chan, Shaojin Chen, Huihao Jing, Kwun Hang Lau, Elton Chun-Chai Li, Zihao Wang, Haoran Li, Yangqiu Song
2026 J jnl
ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement.
CoRR
Zijin Hong, Hao Chen, Zheng Yuan, Qinggang Zhang, Luyao Zhuang, Qing Li, Feiran Huang, Yangqiu Song, Xiao Huang
2026 J jnl
HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning.
CoRR
Weiqi Wang, Xin Liu, Binxuan Huang, Hejie Cui, Rongzhi Zhang, Changlong Yu, Shuowei Jin, Jingfeng Yang, Qingyu Yin, Zhengyang Wang, Zheng Li, Yifan Gao, Priyanka Nigam, Bing Yin, Lihong Li, Yangqiu Song
2026 — conf
Intention Knowledge Graph Construction for User Intention Relation Modeling.
EACL (Volume 1: Long Papers)
Jiaxin Bai, Zhaobo Wang, Junfei Cheng, Dan Yu, Zerui Huang, Weiqi Wang, Xin Liu, Chen Luo, Yanming Zhu, Bo Li, Yangqiu Song
2026 J jnl
NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems.
CoRR
Jiayu Liu, Rui Wang, Qing Zong, Qingcheng Zeng, Tianshi Zheng, Haochen Shi, Dadi Guo, Baixuan Xu, Chunyang Li, Yangqiu Song
2026 J jnl
NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training.
CoRR
Zhongwei Xie, Jiaxin Bai, Shujie Liu, Haoyu Huang, Yufei Li, Yisen Gao, Hong Ting Tsang, Yangqiu Song
2026 J jnl
OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset.
CoRR
Wenbin Hu, Huihao Jing, Haochen Shi, Changxuan Fan, Haoran Li, Yangqiu Song
2026 J jnl
Reflect to Inform: Boosting Multimodal Reasoning via Information-Gain-Driven Verification.
CoRR
Shuai Lv, Chang Liu, Feng Tang, Yujie Yuan, Aojun Zhou, Kui Zhang, Xi Yang, Yangqiu Song
2026 J jnl
Towards Neural Graph Data Management.
CoRR
Yufei Li, Yisen Gao, Jiaxin Bai, Jiaxuan Xiong, Haoyu Huang, Zhongwei Xie, Hong Ting Tsang, Yangqiu Song
2026 J jnl
Training LLMs for Multi-Step Tool Orchestration with Constrained Data Synthesis and Graduated Rewards.
CoRR
Cheng Jiayang, Xin Liu, Zhihan Zhang, Haoyang Wen, Zixuan Zhang, Qingyu Yin, Shiyang Li, Priyanka Nigam, Bing Yin, Chao Zhang, Yangqiu Song
2026 A* conf
Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model.
WWW
Yisen Gao, Jiaxin Bai, Yi Huang, Xingcheng Fu, Qingyun Sun, Yangqiu Song
2026 J jnl
ℝ
CoRR
Zihao Wang, Hang Yin, Lihui Liu, Hanghang Tong, Yangqiu Song, Ginny Y. Wong, Simon See
2025 — conf
A Survey of RAG-Reasoning Systems in Large Language Models.
EMNLP (Findings)
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 J jnl
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM.
CoRR
Haoyu Huang, Hong Ting Tsang, Jiaxin Bai, Xi Peng, Gong Zhang, Yangqiu Song
2025 J jnl
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction.
CoRR
Hong Ting Tsang, Jiaxin Bai, Haoyu Huang, Qiao Xiao, Tianshi Zheng, Baixuan Xu, Shujie Liu, Yangqiu Song
2025 J jnl
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora.
CoRR
Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiaofang Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, Yi Ji, Gong Zhang, Renhai Chen, Yangqiu Song
2025 — conf
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods.
EMNLP (Findings)
Yulin Chen, Haoran Li, Yuan Sui, Yangqiu Song, Bryan Hooi
2025 J jnl
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods.
CoRR
Yulin Chen, Haoran Li, Yuan Sui, Yangqiu Song, Bryan Hooi
2025 J jnl
Bridging the Gap Between LLMs and Human Intentions: Progresses and Challenges in Instruction Understanding, Intention Reasoning, and Reliable Generation.
CoRR
Zongyu Chang, Feihong Lu, Ziqin Zhu, Qian Li, Cheng Ji, Zhuo Chen, Yang Liu, Ruifeng Xu, Yangqiu Song, Shangguang Wang, Jianxin Li
2025 — conf
Can Indirect Prompt Injection Attacks Be Detected and Removed?
ACL (1)
Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi
2025 J jnl
Can Indirect Prompt Injection Attacks Be Detected and Removed?
CoRR
Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi
2025 J jnl
Can LLMs Generate Tabular Summaries of Science Papers? Rethinking the Evaluation Protocol.
CoRR
Weiqi Wang, Jiefu Ou, Yangqiu Song, Benjamin Van Durme, Daniel Khashabi
2025 A* conf
Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks.
CVPR
Peng Xie, Yequan Bie, Jianda Mao, Yangqiu Song, Yang Wang, Hao Chen, Kani Chen
2025 — conf
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty.
ACL (Findings)
Qing Zong, Zhaowei Wang, Tianshi Zheng, Xiyu Ren, Yangqiu Song
2025 — conf
ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning.
ACL (Findings)
Liyu Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song
2025 — conf
Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction.
NAACL (Short Papers)
Kaiqiao Han, Tianqing Fang, Zhaowei Wang, Yangqiu Song, Mark Steedman
2025 A* conf
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning.
EMNLP
Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song
2025 J jnl
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning.
CoRR
Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song
2025 J jnl
Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs.
CoRR
Yisen Gao, Jiaxin Bai, Tianshi Zheng, Qingyun Sun, Ziwei Zhang, Jianxin Li, Yangqiu Song, Xingcheng Fu
2025 J jnl
CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration?
CoRR
Qing Zong, Jiayu Liu, Tianshi Zheng, Chunyang Li, Baixuan Xu, Haochen Shi, Weiqi Wang, Zhaowei Wang, Chunkit Chan, Yangqiu Song
2025 J jnl
DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping.
CoRR
Wei Fan, Wenlin Yao, Zheng Li, Feng Yao, Xin Liu, Liang Qiu, Qingyu Yin, Yangqiu Song, Bing Yin
2025 — conf
Defense Against Prompt Injection Attack by Leveraging Attack Techniques.
ACL (1)
Yulin Chen, Haoran Li, Zihao Zheng, Dekai Wu, Yangqiu Song, Bryan Hooi
2025 — conf
DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes.
EMNLP (Findings)
Zhaowei Wang, Hongming Zhang, Tianqing Fang, Ye Tian, Yue Yang, Kaixin Ma, Xiaoman Pan, Yangqiu Song, Dong Yu
2025 J jnl
DixitWorld: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay.
CoRR
Yunxiang Mo, Tianshi Zheng, Qing Zong, Jiayu Liu, Baixuan Xu, Yauwai Yim, Chunkit Chan, Jiaxin Bai, Yangqiu Song
2025 — conf
EFO
KDD (2)
Hang Yin, Zihao Wang, Weizhi Fei, Yangqiu Song
2025 — conf
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association.
ACL (1)
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 J jnl
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association.
CoRR
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 J jnl
Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering.
CoRR
Weizhi Fei, Zihao Wang, Hang Yin, Shukai Zhao, Wei Zhang, Yangqiu Song
2025 — conf
Enhancing Transformers for Generalizable First-Order Logical Entailment.
ACL (1)
Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li
2025 J jnl
Enhancing Transformers for Generalizable First-Order Logical Entailment.
CoRR
Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li
2025 — conf
Extending Complex Logical Queries on Uncertain Knowledge Graphs.
ACL (1)
Weizhi Fei, Zihao Wang, Hang Yin, Yang Duan, Yangqiu Song
2025 A* conf
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery.
EMNLP
Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song
2025 J jnl
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery.
CoRR
Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song
2025 J jnl
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents.
CoRR
Weizhi Zhang, Yangning Li, Yuanchen Bei, Junyu Luo, Guancheng Wan, Liangwei Yang, Chenxuan Xie, Yuyao Yang, Wei-Chieh Huang, Chunyu Miao, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Yankai Chen, Chunkit Chan, Peilin Zhou, Xinyang Zhang, Chenwei Zhang, Jingbo Shang, Ming Zhang, Yangqiu Song, Irwin King, Philip S. Yu
2025 A conf
Frontiers in Graph Machine Learning for the Large Model Era.
CIKM
Qingyun Sun, Ziwei Zhang, Xingcheng Fu, Yangqiu Song, Jianxin Li, Philip S. Yu
2025 J jnl
GSPR: Aligning LLM Safeguards as Generalizable Safety Policy Reasoners.
CoRR
Haoran Li, Yulin Chen, Jingru Zeng, Hao Peng, Huihao Jing, Wenbin Hu, Xi Yang, Ziqian Zeng, Sirui Han, Yangqiu Song
2025 J jnl
INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling.
CoRR
Haochen Shi, Tianshi Zheng, Weiqi Wang, Baixuan Xu, Chunyang Li, Chunkit Chan, Tao Fan, Yangqiu Song, Qiang Yang
2025 — conf
InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding.
EMNLP (Findings)
Cheng Jiayang, Qianqian Zhuang, Haoran Li, Chunkit Chan, Xin Liu, Lin Qiu, Yangqiu Song
2025 J jnl
InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding.
CoRR
Cheng Jiayang, Qianqian Zhuang, Haoran Li, Chunkit Chan, Xin Liu, Lin Qiu, Yangqiu Song
2025 — conf
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
ACL (2)
Tianshi Zheng, Weihan Li, Jiaxin Bai, Weiqi Wang, Yangqiu Song
2025 J jnl
LLM-Hanabi: Evaluating Multi-Agent Gameplays with Theory-of-Mind and Rationale Inference in Imperfect Information Collaboration Game.
CoRR
Fangzhou Liang, Tianshi Zheng, Chunkit Chan, Yauwai Yim, Yangqiu Song
2025 J jnl
Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs.
Trans. Mach. Learn. Res.
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
2025 J jnl
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents.
CoRR
Wei Fan, Tianshi Zheng, Yiran Hu, Zheye Deng, Weiqi Wang, Baixuan Xu, Chunyang Li, Haoran Li, Weixing Shen, Yangqiu Song
2025 A* conf
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning.
EMNLP
Tianshi Zheng, Cheng Jiayang, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See
2025 J jnl
LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning.
CoRR
Tianshi Zheng, Jiayang Cheng, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See
2025 — conf
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset.
ACL (1)
Weiqi Wang, Yangqiu Song
2025 J jnl
MASLegalBench: Benchmarking Multi-Agent Systems in Deductive Legal Reasoning.
CoRR
Huihao Jing, Wenbin Hu, Hongyu Luo, Jianhui Yang, Wei Fan, Haoran Li, Yangqiu Song
2025 A* conf
MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol.
EMNLP
Huihao Jing, Haoran Li, Wenbin Hu, Qi Hu, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song
2025 J jnl
MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol.
CoRR
Huihao Jing, Haoran Li, Wenbin Hu, Qi Hu, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song
2025 J jnl
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly.
CoRR
Zhaowei Wang, Wenhao Yu, Xiyu Ren, Jipeng Zhang, Yu Zhao, Rohit Saxena, Liang Cheng, Ginny Y. Wong, Simon See, Pasquale Minervini, Yangqiu Song, Mark Steedman
2025 J jnl
Meta-path based proximity learning in heterogeneous information networks.
Data Min. Knowl. Discov.
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2025 J jnl
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents.
CoRR
Tianshi Zheng, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen, Baixuan Xu, Zhaowei Wang, Jiayang Cheng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
2025 — conf
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions.
EMNLP (Findings)
Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song
2025 — conf
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations.
ACL (Findings)
Chunyang Li, Weiqi Wang, Tianshi Zheng, Yangqiu Song
2025 J jnl
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations.
CoRR
Chunyang Li, Weiqi Wang, Tianshi Zheng, Yangqiu Song
2025 — conf
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance.
ACL (1)
Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song
2025 J jnl
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance.
CoRR
Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song
2025 — conf
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory.
NAACL (Long Papers)
Haoran Li, Wei Fan, Yulin Chen, Cheng Jiayang, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song
2025 J jnl
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation.
CoRR
Qianren Mao, Qili Zhang, Hanwen Hao, Zhentao Han, Runhua Xu, Weifeng Jiang, Qi Hu, Zhijun Chen, Tyler Zhou, Bo Li, Yangqiu Song, Jin Dong, Jianxin Li, Philip S. Yu
2025 — conf
Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025.
COLING Workshops
Kang Liu, Yangqiu Song, Zhen Han, Rafet Sifa, Shizhu He, Yunfei Long
2025 J jnl
Prospect Theory Fails for LLMs: Revealing Instability of Decision-Making under Epistemic Uncertainty.
CoRR
Rui Wang, Qihan Lin, Jiayu Liu, Qing Zong, Tianshi Zheng, Weiqi Wang, Yangqiu Song
2025 — conf
Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?
ACL (2)
Jiayu Liu, Qing Zong, Weiqi Wang, Yangqiu Song
2025 J jnl
Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?
CoRR
Jiayu Liu, Qing Zong, Weiqi Wang, Yangqiu Song
2025 A* conf
Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization.
ICML
Peiyan Zhang, Haibo Jin, Leyang Hu, Xinnuo Li, Liying Kang, Man Luo, Yangqiu Song, Haohan Wang
2025 J jnl
Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction.
CoRR
Yulin Chen, Haoran Li, Yuan Sui, Yue Liu, Yufei He, Yangqiu Song, Bryan Hooi
2025 J jnl
Safety Compliance: Rethinking LLM Safety Reasoning through the Lens of Compliance.
CoRR
Wenbin Hu, Huihao Jing, Haochen Shi, Haoran Li, Yangqiu Song
2025 J jnl
SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding.
CoRR
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
2025 A* conf
Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models.
AAAI
Haoran Li, Yulin Chen, Zihao Zheng, Qi Hu, Chunkit Chan, Heshan Liu, Yangqiu Song
2025 J jnl
Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework.
CoRR
Zheye Deng, Chunkit Chan, Tianshi Zheng, Wei Fan, Weiqi Wang, Yangqiu Song
2025 J jnl
SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset.
CoRR
Peng Xie, Xingyuan Liu, Tsz Wai Chan, Yequan Bie, Yangqiu Song, Yang Wang, Hao Chen, Kani Chen
2025 J jnl
The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas.
CoRR
Baixuan Xu, Tianshi Zheng, Zhaowei Wang, Hong Ting Tsang, Weiqi Wang, Tianqing Fang, Yangqiu Song
2025 J jnl
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning.
CoRR
Tianshi Zheng, Yixiang Chen, Chengxi Li, Chunyang Li, Qing Zong, Haochen Shi, Baixuan Xu, Yangqiu Song, Ginny Y. Wong, Simon See
2025 J jnl
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning.
Trans. Mach. Learn. Res.
Tianshi Zheng, Yixiang Chen, Chengxi Li, Chunyang Li, Qing Zong, Haochen Shi, Baixuan Xu, Yangqiu Song, Ginny Y. Wong, Simon See
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
CoRR
Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
IEEE Data Eng. Bull.
Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song
2025 A* conf
TopicAttack: An Indirect Prompt Injection Attack via Topic Transition.
EMNLP
Yulin Chen, Haoran Li, Yuexin Li, Yue Liu, Yangqiu Song, Bryan Hooi
2025 J jnl
TopicAttack: An Indirect Prompt Injection Attack via Topic Transition.
CoRR
Yulin Chen, Haoran Li, Yuexin Li, Yue Liu, Yangqiu Song, Bryan Hooi
2025 J jnl
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs.
CoRR
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 J jnl
Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study.
CoRR
Baixuan Xu, Chunyang Li, Weiqi Wang, Wei Fan, Tianshi Zheng, Haochen Shi, Tao Fan, Yangqiu Song, Qiang Yang
2025 J jnl
Transformers for Complex Query Answering over Knowledge Hypergraphs.
CoRR
Hong Ting Tsang, Zihao Wang, Yangqiu Song
2025 J jnl
Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model.
CoRR
Yisen Gao, Jiaxin Bai, Yi Huang, Xingcheng Fu, Qingyun Sun, Yangqiu Song
2025 J jnl
Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss.
CoRR
Zhuoang Cai, Zhenghao Li, Yang Liu, Liyuan Guo, Yangqiu Song
2025 J jnl
Wasserstein Graph Neural Networks for Graphs With Missing Attributes.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhixian Chen, Tengfei Ma, Yangqiu Song, Yang Wang
2025 J jnl
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality.
CoRR
Chunyang Li, Yilun Zheng, Xinting Huang, Tianqing Fang, Jiahao Xu, Yangqiu Song, Lihui Chen, Han Hu
2025 J jnl
XToM: Exploring the Multilingual Theory of Mind for Large Language Models.
CoRR
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 Schütze, Simon See, Yangqiu Song
2024 — conf
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation.
ACL (1)
Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See
2024 J jnl
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation.
CoRR
Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See
2024 — conf
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph.
NAACL-HLT (Findings)
Zhaowei Wang, Haochen Shi, Weiqi Wang, Tianqing Fang, Hongming Zhang, Sehyun Choi, Xin Liu, Yangqiu Song
2024 J jnl
Acquiring and modeling abstract commonsense knowledge via conceptualization.
Artif. Intell.
Mutian He, Tianqing Fang, Weiqi Wang, Yangqiu Song
2024 A* conf
ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities.
EMNLP
Ying Su, Zhan Ling, Haochen Shi, Cheng Jiayang, Yauwai Yim, Yangqiu Song
2024 J jnl
ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities.
CoRR
Ying Su, Zhan Ling, Haochen Shi, Jiayang Cheng, Yauwai Yim, Yangqiu Song
2024 — conf
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation.
ACL (1)
Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song
2024 J jnl
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies.
CoRR
Tianshi Zheng, Weihan Li, Jiaxin Bai, Weiqi Wang, Yangqiu Song
2024 A conf
Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate.
ECAI
Chunkit Chan, Jiayang Cheng, Xin Liu, Yauwai Yim, Yuxin Jiang, Zheye Deng, Haoran Li, Yangqiu Song, Ginny Y. Wong, Simon See
2024 J jnl
BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger.
CoRR
Yulin Chen, Haoran Li, Zihao Zheng, Yangqiu Song
2024 J jnl
Backdoor Removal for Generative Large Language Models.
CoRR
Haoran Li, Yulin Chen, Zihao Zheng, Qi Hu, Chunkit Chan, Heshan Liu, Yangqiu Song
2024 — conf
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning.
ACL (1)
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 J jnl
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning.
CoRR
Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song
2024 J jnl
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge.
CoRR
Tianshi Zheng, Jiaxin Bai, Yicheng Wang, Tianqing Fang, Yue Guo, Yauwai Yim, Yangqiu Song
2024 — conf
COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon.
SIGMOD Conference Companion
Changlong Yu, Xin Liu, Jefferson Maia, Yang Li, Tianyu Cao, Yifan Gao, Yangqiu Song, Rahul Goutam, Haiyang Zhang, Bing Yin, Zheng Li
2024 J jnl
Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks.
CoRR
Peng Xie, Yequan Bie, Jianda Mao, Yangqiu Song, Yang Wang, Hao Chen, Kani Chen
2024 — conf
Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation.
DASFAA (5)
Wei Fan, Weijia Zhang, Weiqi Wang, Yangqiu Song, Hao Liu
2024 J jnl
CodeGraph: Enhancing Graph Reasoning of LLMs with Code.
CoRR
Qiaolong Cai, Zhaowei Wang, Shizhe Diao, James Kwok, Yangqiu Song
2024 J jnl
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty.
CoRR
Qing Zong, Zhaowei Wang, Tianshi Zheng, Xiyu Ren, Yangqiu Song
2024 — conf
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs.
ACL (1)
Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut
2024 J jnl
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs.
CoRR
Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut
2024 J jnl
Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction.
CoRR
Kaiqiao Han, Tianqing Fang, Zhaowei Wang, Yangqiu Song, Mark Steedman
2024 J jnl
ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning.
CoRR
Liyu Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song
2024 — conf
Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models.
PRICAI (2)
Zizheng Lin, Chunkit Chan, Yangqiu Song, Xin Liu
2024 J jnl
Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models.
CoRR
Zizheng Lin, Chunkit Chan, Yangqiu Song, Xin Liu
2024 — conf
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases.
EACL (1)
Quyet V. Do, Tianqing Fang, Shizhe Diao, Zhaowei Wang, Yangqiu Song
2024 J jnl
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases.
CoRR
Quyet V. Do, Tianqing Fang, Shizhe Diao, Zhaowei Wang, Yangqiu Song
2024 J jnl
Defense Against Prompt Injection Attack by Leveraging Attack Techniques.
CoRR
Yulin Chen, Haoran Li, Zihao Zheng, Yangqiu Song, Dekai Wu, Bryan Hooi
2024 J jnl
DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects.
CoRR
Zhaowei Wang, Hongming Zhang, Tianqing Fang, Ye Tian, Yue Yang, Kaixin Ma, Xiaoman Pan, Yangqiu Song, Dong Yu
2024 A* conf
ECON: On the Detection and Resolution of Evidence Conflicts.
EMNLP
Cheng Jiayang, Chunkit Chan, Qianqian Zhuang, Lin Qiu, Tianhang Zhang, Tengxiao Liu, Yangqiu Song, Yue Zhang, Pengfei Liu, Zheng Zhang
2024 J jnl
ECon: On the Detection and Resolution of Evidence Conflicts.
CoRR
Cheng Jiayang, Chunkit Chan, Qianqian Zhuang, Lin Qiu, Tianhang Zhang, Tengxiao Liu, Yangqiu Song, Yue Zhang, Pengfei Liu, Zheng Zhang
2024 J jnl
EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding.
CoRR
Ching Ming Samuel Lau, Weiqi Wang, Haochen Shi, Baixuan Xu, Jiaxin Bai, Yangqiu Song
2024 J jnl
Editorial for Special Issue on Commonsense Knowledge and Reasoning: Representation, Acquisition and Applications.
Mach. Intell. Res.
Kang Liu, Yangqiu Song, Jeff Z. Pan
2024 J jnl
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion.
CoRR
Ying Su, Tianqing Fang, Huiru Xiao, Weiqi Wang, Yangqiu Song, Tong Zhang, Lei Chen
2024 — conf
Evaluating and Enhancing LLMs Agent Based on Theory of Mind in Guandan: A Multi-Player Cooperative Game Under Imperfect Information.
WI/IAT
Yauwai Yim, Chunkit Chan, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, Yangqiu Song
2024 J jnl
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information.
CoRR
Yauwai Yim, Chunkit Chan, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, Yangqiu Song
2024 — conf
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs.
LREC/COLING
Cheng Jiayang, Lin Qiu, Chunkit Chan, Xin Liu, Yangqiu Song, Zheng Zhang
2024 J jnl
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs.
CoRR
Cheng Jiayang, Lin Qiu, Chunkit Chan, Xin Liu, Yangqiu Song, Zheng Zhang
2024 — conf
Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations.
EACL (Findings)
Chunkit Chan, Cheng Jiayang, Weiqi Wang, Yuxin Jiang, Tianqing Fang, Xin Liu, Yangqiu Song
2024 J jnl
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning.
CoRR
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
2024 J jnl
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data.
CoRR
Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang
2024 A* conf
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering.
EMNLP
Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Guang Liu, Jun Zhao, Kang Liu
2024 J jnl
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering.
CoRR
Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Kang Liu, Jun Zhao
2024 — conf
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning.
NAACL-HLT (Findings)
Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen
2024 A* conf
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory.
EMNLP
Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song
2024 J jnl
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory.
CoRR
Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song
2024 J jnl
Intention Knowledge Graph Construction for User Intention Relation Modeling.
CoRR
Jiaxin Bai, Zhaobo Wang, Junfei Cheng, Dan Yu, Zerui Huang, Weiqi Wang, Xin Liu, Chen Luo, Qi He, Yanming Zhu, Bo Li, Yangqiu Song
2024 — conf
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.
EMNLP (Findings)
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 J jnl
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.
CoRR
Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Junxian He, Yangqiu Song
2024 J jnl
KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogical Argument Mining.
CoRR
Zihao Zheng, Zhaowei Wang, Qing Zong, Yangqiu Song
2024 — conf
KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogue Argument Mining.
ArgMining
Zihao Zheng, Zhaowei Wang, Qing Zong, Yangqiu Song
2024 — conf
KnowComp at DialAM-2024: Fine-tuning Pre-trained Language Models for Dialogical Argument Mining with Inference Anchoring Theory.
ArgMining
Yuetong Wu, Yukai Zhou, Baixuan Xu, Weiqi Wang, Yangqiu Song
2024 — conf
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning.
SemEval@NAACL
Weiqi Wang, Baixuan Xu, Haochen Shi, Jiaxin Bai, Qi Hu, Yangqiu Song
2024 J jnl
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs.
CoRR
Lihui Liu, Zihao Wang, Ruizhong Qiu, Yikun Ban, Eunice Chan, Yangqiu Song, Jingrui He, Hanghang Tong
2024 J jnl
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset.
CoRR
Weiqi Wang, Yangqiu Song
2024 J jnl
MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery.
CoRR
Feihong Lu, Weiqi Wang, Yangyifei Luo, Ziqin Zhu, Qingyun Sun, Baixuan Xu, Haochen Shi, Shiqi Gao, Qian Li, Yangqiu Song, Jianxin Li
2024 A* conf
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.
EMNLP
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 J jnl
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.
CoRR
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 J jnl
Meta Operator for Complex Query Answering on Knowledge Graphs.
CoRR
Hang Yin, Zihao Wang, Yangqiu Song
2024 A* conf
Miko: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery.
ACM Multimedia
Feihong Lu, Weiqi Wang, Yangyifei Luo, Ziqin Zhu, Qingyun Sun, Baixuan Xu, Haochen Shi, Shiqi Gao, Qian Li, Yangqiu Song, Jianxin Li
2024 — conf
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.
EMNLP (Findings)
Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song
2024 J jnl
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.
CoRR
Chunkit Chan, Cheng Jiayang, Yauwai Yim, Zheye Deng, Wei Fan, Haoran Li, Xin Liu, Hongming Zhang, Weiqi Wang, Yangqiu Song
2024 — conf
New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends.
WWW (Companion Volume)
Lihui Liu, Zihao Wang, Jiaxin Bai, Yangqiu Song, Hanghang Tong
2024 J jnl
Node Level Graph Autoencoder: Unified Pretraining for Textual Graph Learning.
CoRR
Wenbin Hu, Huihao Jing, Qi Hu, Haoran Li, Yangqiu Song
2024 J jnl
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions.
CoRR
Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song
2024 — conf
On-the-fly Denoising for Data Augmentation in Natural Language Understanding.
EACL (Findings)
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
2024 J jnl
Persona Knowledge-Aligned Prompt Tuning Method for Online Debate.
CoRR
Chunkit Chan, Cheng Jiayang, Xin Liu, Yauwai Yim, Yuxin Jiang, Zheye Deng, Haoran Li, Yangqiu Song, Ginny Y. Wong, Simon See
2024 — conf
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs.
*SEM@NAACL
Ying Su, Jipeng Zhang, Yangqiu Song, Tong Zhang
2024 J jnl
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs.
CoRR
Ying Su, Jipeng Zhang, Yangqiu Song, Tong Zhang
2024 — conf
PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models.
ACL (1)
Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song
2024 J jnl
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory.
CoRR
Haoran Li, Wei Fan, Yulin Chen, Jiayang Cheng, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song
2024 A* conf
Privacy-Preserved Neural Graph Databases.
KDD
Qi Hu, Haoran Li, Jiaxin Bai, Zihao Wang, Yangqiu Song
2024 A* conf
Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors.
ICLR
Hang Yin, Zihao Wang, Yangqiu Song
2024 — conf
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
ACL (1)
Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song
2024 J jnl
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
CoRR
Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song
2024 J jnl
Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization.
CoRR
Peiyan Zhang, Haibo Jin, Leyang Hu, Xinnuo Li, Liying Kang, Man Luo, Yangqiu Song, Haohan Wang
2024 J jnl
Soft Reasoning on Uncertain Knowledge Graphs.
CoRR
Weizhi Fei, Zihao Wang, Hang Yin, Yang Duan, Hanghang Tong, Yangqiu Song
2024 A* conf
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction.
EMNLP
Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song
2024 J jnl
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction.
CoRR
Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song
2024 J jnl
Towards Subgraph Isomorphism Counting with Graph Kernels.
CoRR
Xin Liu, Weiqi Wang, Jiaxin Bai, Yangqiu Song
2024 A* conf
Understanding Inter-Session Intentions via Complex Logical Reasoning.
KDD
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song
2024 A* conf
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation.
ACM Multimedia
Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang
2024 J jnl
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation.
CoRR
Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang
2024 A conf
User Consented Federated Recommender System Against Personalized Attribute Inference Attack.
WSDM
Qi Hu, Yangqiu Song
2024 J jnl
What Really is Commonsense Knowledge?
CoRR
Quyet V. Do, Junze Li, Tung-Duong Vuong, Zhaowei Wang, Yangqiu Song, Xiaojuan Ma
2023 J jnl
Abductive Logical Reasoning on Knowledge Graphs.
CoRR
Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song
2023 J jnl
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph.
CoRR
Zhaowei Wang, Haochen Shi, Weiqi Wang, Tianqing Fang, Hongming Zhang, Sehyun Choi, Xin Liu, Yangqiu Song
2023 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res.
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 Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. 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 Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej 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, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris 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, 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 J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, 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 H. 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, José Hernández-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 D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. 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, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, 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 A. 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 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 Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, 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 LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, 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 S. 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 T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu 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 V. 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, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2023 J jnl
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations.
CoRR
Nuo Chen, Zinan Zheng, Ning Wu, Linjun Shou, Ming Gong, Yangqiu Song, Dongmei Zhang, Jia Li
2023 — conf
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering.
EMNLP (Findings)
Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut
2023 J jnl
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering.
CoRR
Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut
2023 — conf
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning.
ACL (1)
Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen
2023 J jnl
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning.
CoRR
Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen
2023 J jnl
CCGen: Explainable Complementary Concept Generation in E-Commerce.
CoRR
Jie Huang, Yifan Gao, Zheng Li, Jingfeng Yang, Yangqiu Song, Chao Zhang, Zining Zhu, Haoming Jiang, Kevin Chen-Chuan Chang, Bing Yin
2023 — conf
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.
EACL (Findings)
Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth
2023 J jnl
CKBP v2: An Expert-Annotated Evaluation Set for Commonsense Knowledge Base Population.
CoRR
Tianqing Fang, Quyet V. Do, Sehyun Choi, Weiqi Wang, Yangqiu Song
2023 — conf
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective.
ACL (1)
Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective.
CoRR
Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation.
CoRR
Wei Fan, Weijia Zhang, Weiqi Wang, Yangqiu Song, Hao Liu
2023 J jnl
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations.
CoRR
Chunkit Chan, Jiayang Cheng, Weiqi Wang, Yuxin Jiang, Tianqing Fang, Xin Liu, Yangqiu Song
2023 A* conf
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints.
NeurIPS
Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song
2023 J jnl
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints.
CoRR
Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song
2023 — conf
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition.
ACL (Findings)
Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition.
CoRR
Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
EFO
CoRR
Hang Yin, Zihao Wang, Weizhi Fei, Yangqiu Song
2023 A* conf
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.
NeurIPS
Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
2023 J jnl
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.
CoRR
Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
2023 — conf
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery.
ACL (Findings)
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin
2023 J jnl
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning.
CoRR
Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen
2023 — conf
Global Constraints with Prompting for Zero-Shot Event Argument Classification.
EACL (Findings)
Zizheng Lin, Hongming Zhang, Yangqiu Song
2023 J jnl
Global Constraints with Prompting for Zero-Shot Event Argument Classification.
CoRR
Zizheng Lin, Hongming Zhang, Yangqiu Song
2023 — conf
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection.
EMNLP (Findings)
Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song
2023 J jnl
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection.
CoRR
Zheye Deng, Weiqi Wang, Zhaowei Wang, Xin Liu, Yangqiu Song
2023 A* conf
Implicit Query Parsing at Amazon Product Search.
SIGIR
Chen Luo, Rahul Goutam, Haiyang Zhang, Chao Zhang, Yangqiu Song, Bing Yin
2023 A conf
Independent Distribution Regularization for Private Graph Embedding.
CIKM
Qi Hu, Yangqiu Song
2023 J jnl
Independent Distribution Regularization for Private Graph Embedding.
CoRR
Qi Hu, Yangqiu Song
2023 A* conf
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection.
EMNLP
Sehyun Choi, Tianqing Fang, Zhaowei Wang, Yangqiu Song
2023 J jnl
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection.
CoRR
Sehyun Choi, Tianqing Fang, Zhaowei Wang, Yangqiu Song
2023 — conf
KnowComp Submission for WMT23 Sign Language Translation Task.
WMT
Baixuan Xu, Haochen Shi, Tianshi Zheng, Qing Zong, Weiqi Wang, Zhaowei Wang, Yangqiu Song
2023 — conf
KnowComp Submission for WMT23 Word-Level AutoCompletion Task.
WMT
Yi Wu, Haochen Shi, Weiqi Wang, Yangqiu Song
2023 — conf
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification.
SemEval@ACL
Weiqi Wang, Baixuan Xu, Tianqing Fang, Lirong Zhang, Yangqiu Song
2023 A* conf
Knowledge Graph Reasoning over Entities and Numerical Values.
KDD
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2023 J jnl
Knowledge Graph Reasoning over Entities and Numerical Values.
CoRR
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
2023 — conf
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs.
EMNLP (Findings)
Junnan Liu, Qianren Mao, Chenghua Lin, Yangqiu Song, Jianxin Li
2023 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Yangqiu Song
2023 A* conf
Logical Message Passing Networks with One-hop Inference on Atomic Formulas.
ICLR
Zihao Wang, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
Logical Message Passing Networks with One-hop Inference on Atomic Formulas.
CoRR
Zihao Wang, Yangqiu Song, Ginny Y. Wong, Simon See
2023 — conf
Multi-step Jailbreaking Privacy Attacks on ChatGPT.
EMNLP (Findings)
Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Jie Huang, Fanpu Meng, Yangqiu Song
2023 J jnl
Multi-step Jailbreaking Privacy Attacks on ChatGPT.
CoRR
Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Yangqiu Song
2023 J jnl
On Existential First Order Queries Inference on Knowledge Graphs.
CoRR
Hang Yin, Zihao Wang, Yangqiu Song
2023 J jnl
On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts.
CoRR
Qineng Wang, Zihao Wang, Ying Su, Yangqiu Song
2023 A* conf
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting.
NeurIPS
Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl Yang
2023 J jnl
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting.
CoRR
Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl Yang
2023 J jnl
P-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models.
CoRR
Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yangqiu Song
2023 J jnl
Privacy in Large Language Models: Attacks, Defenses and Future Directions.
CoRR
Haoran Li, Yulin Chen, Jinglong Luo, Yan Kang, Xiaojin Zhang, Qi Hu, Chunkit Chan, Yangqiu Song
2023 J jnl
Privacy-Preserving Neural Graph Databases.
CoRR
Qi Hu, Haoran Li, Jiaxin Bai, Yangqiu Song
2023 — conf
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering.
EMNLP (Findings)
Haochen Shi, Weiqi Wang, Tianqing Fang, Baixuan Xu, Wenxuan Ding, Xin Liu, Yangqiu Song
2023 J jnl
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering.
CoRR
Haochen Shi, Weiqi Wang, Tianqing Fang, Baixuan Xu, Wenxuan Ding, Xin Liu, Yangqiu Song
2023 — conf
Self-Consistent Narrative Prompts on Abductive Natural Language Inference.
IJCNLP (1)
Chunkit Chan, Xin Liu, Tsz Ho Chan, Jiayang Cheng, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
Self-Consistent Narrative Prompts on Abductive Natural Language Inference.
CoRR
Chunkit Chan, Xin Liu, Tsz Ho Chan, Jiayang Cheng, Yangqiu Song, Ginny Y. Wong, Simon See
2023 — conf
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence.
ACL (Findings)
Haoran Li, Mingshi Xu, Yangqiu Song
2023 J jnl
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence.
CoRR
Haoran Li, Mingshi Xu, Yangqiu Song
2023 J jnl
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs.
CoRR
Jiaxin Bai, Tianshi Zheng, Yangqiu Song
2023 J jnl
Sequential Query Encoding for Complex Query Answering on Knowledge Graphs.
Trans. Mach. Learn. Res.
Jiaxin Bai, Tianshi Zheng, Yangqiu Song
2023 A* conf
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding.
EMNLP
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 J jnl
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding.
CoRR
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 — conf
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining.
ArgMining@EMNLP
Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining.
CoRR
Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
Understanding Inter-Session Intentions via Complex Logical Reasoning.
CoRR
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song
2023 J jnl
User Consented Federated Recommender System Against Personalized Attribute Inference Attack.
CoRR
Qi Hu, Yangqiu Song
2023 — conf
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport.
ACL (Findings)
Zihao Wang, Weizhi Fei, Hang Yin, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport.
CoRR
Zihao Wang, Weizhi Fei, Hang Yin, Yangqiu Song, Ginny Y. Wong, Simon See
2022 J jnl
ASER: Towards large-scale commonsense knowledge acquisition via higher-order selectional preference over eventualities.
Artif. Intell.
Hongming Zhang, Xin Liu, Haojie Pan, Haowen Ke, Jiefu Ou, Tianqing Fang, Yangqiu Song
2022 J jnl
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization.
CoRR
Mutian He, Tianqing Fang, Weiqi Wang, Yangqiu Song
2022 A* conf
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks.
EMNLP
Changlong Yu, Tianyi Xiao, Lingpeng Kong, Yangqiu Song, Wilfred Ng
2022 J jnl
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks.
CoRR
Changlong Yu, Tianyi Xiao, Lingpeng Kong, Yangqiu Song, Wilfred Ng
2022 J jnl
BEKG: A Built Environment Knowledge Graph.
CoRR
Xiaojun Yang, Haoyu Zhong, Penglin Du, Keyi Zhou, Xingjin Lai, Zhengdong Wang, Yik Lun Lau, Yangqiu Song, Liyaning Tang
2022 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
CoRR
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 Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. 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 Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej 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, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris 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, 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 J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, 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 H. 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, José Hernández-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 D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. 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, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, 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 A. 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 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 Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, 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 LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, 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 S. 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 T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu 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 V. 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, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2022 A* conf
Boosting Graph Structure Learning with Dummy Nodes.
ICML
Xin Liu, Jiayang Cheng, Yangqiu Song, Xin Jiang
2022 J jnl
Boosting Graph Structure Learning with Dummy Nodes.
CoRR
Xin Liu, Jiayang Cheng, Yangqiu Song, Xin Jiang
2022 J jnl
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.
CoRR
Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth
2022 — conf
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations.
ACL (Findings)
Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng
2022 A* conf
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform.
EMNLP
Huiru Xiao, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See
2022 J jnl
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform.
CoRR
Huiru Xiao, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See
2022 A conf
Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies.
CIKM
Yinghua Zhang, Yangqiu Song, Kun Bai, Qiang Yang
2022 J jnl
Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies.
CoRR
Yinghua Zhang, Yangqiu Song, Kun Bai, Qiang Yang
2022 J jnl
FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense.
CoRR
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin
2022 A* conf
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching.
AAAI
Xin Liu, Yangqiu Song
2022 J jnl
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1.
ACM Trans. Intell. Syst. Technol.
Qiang Yang, Yongxin Tong, Yang Liu, Yangqiu Song, Hao Peng, Boi Faltings
2022 J jnl
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation.
IEEE Trans. Vis. Comput. Graph.
Haotian Li, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin Qu
2022 J jnl
Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia.
CoRR
Haojie Pan, Yuzhou Zhang, Zepeng Zhai, Ruiji Fu, Ming Liu, Yangqiu Song, Zhongyuan Wang, Bing Qin
2022 J jnl
Letter from the Special Issue Editor.
IEEE Data Eng. Bull.
Yangqiu Song
2022 J jnl
Logical Queries on Knowledge Graphs: Emerging Interface of Incomplete Relational Data.
IEEE Data Eng. Bull.
Zihao Wang, Hang Yin, Yangqiu Song
2022 — conf
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation.
EMNLP (Findings)
Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang
2022 J jnl
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation.
CoRR
Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang
2022 B conf
Multilingual Word Sense Disambiguation with Unified Sense Representation.
COLING
Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang
2022 J jnl
Multilingual Word Sense Disambiguation with Unified Sense Representation.
CoRR
Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang
2022 J jnl
On-the-fly Denoising for Data Augmentation in Natural Language Understanding.
CoRR
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
2022 B conf
PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English.
LREC
Xinran Zhao, Hongming Zhang, Yangqiu Song
2022 J jnl
Preface to Federated Learning: Algorithms, Systems, and Applications: Part 2.
ACM Trans. Intell. Syst. Technol.
Qiang Yang, Yongxin Tong, Yang Liu, Yangqiu Song, Hao Peng, Boi Faltings
2022 — conf
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population.
EMNLP (Findings)
Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See
2022 J jnl
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population.
CoRR
Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See
2022 — conf
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings.
NAACL-HLT (Findings)
Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song
2022 J jnl
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings.
CoRR
Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song
2022 — conf
Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting.
ACL (1)
Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang
2022 A* conf
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller.
EMNLP
Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
2022 J jnl
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller.
CoRR
Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
2022 J jnl
VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution.
CoRR
Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang
2022 J jnl
VD-PCR: Improving visual dialog with pronoun coreference resolution.
Pattern Recognit.
Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang
2022 — conf
Weakly Supervised Text Classification using Supervision Signals from a Language Model.
NAACL-HLT (Findings)
Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song
2022 J jnl
Weakly Supervised Text Classification using Supervision Signals from a Language Model.
CoRR
Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song
2022 — conf
You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas.
NAACL-HLT
Haoran Li, Yangqiu Song, Lixin Fan
2022 J jnl
You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas.
CoRR
Haoran Li, Yangqiu Song, Lixin Fan
2021 J jnl
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities.
CoRR
Hongming Zhang, Xin Liu, Haojie Pan, Haowen Ke, Jiefu Ou, Tianqing Fang, Yangqiu Song
2021 — conf
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset.
EMNLP (1)
Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He
2021 J jnl
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset.
CoRR
Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He
2021 — conf
Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs.
NeurIPS Datasets and Benchmarks
Zihao Wang, Hang Yin, Yangqiu Song
2021 J jnl
Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs.
CoRR
Zihao Wang, Hang Yin, Yangqiu Song
2021 J jnl
BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network.
CoRR
Zhixian Chen, Tengfei Ma, Zhihua Jin, Yangqiu Song, Yang Wang
2021 A* conf
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge.
WWW
Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He
2021 J jnl
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge.
CoRR
Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He
2021 A conf
Differentially Private Federated Knowledge Graphs Embedding.
CIKM
Hao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li
2021 — conf
Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge.
AKBC
Tianqing Fang, Haojie Pan, Hongming Zhang, Yangqiu Song, Kun Xu, Dong Yu
2021 — conf
Exophoric Pronoun Resolution in Dialogues with Topic Regularization.
EMNLP (1)
Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
2021 J jnl
Exophoric Pronoun Resolution in Dialogues with Topic Regularization.
CoRR
Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
2021 — conf
Exploring Discourse Structures for Argument Impact Classification.
ACL/IJCNLP (1)
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang
2021 J jnl
Exploring Discourse Structures for Argument Impact Classification.
CoRR
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang
2021 A conf
Fair Representation Learning for Heterogeneous Information Networks.
ICWSM
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan
2021 J jnl
Fair Representation Learning for Heterogeneous Information Networks.
CoRR
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan
2021 J jnl
Federated Knowledge Graphs Embedding.
CoRR
Hao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li
2021 J jnl
Find truth in the hands of the few: acquiring specific knowledge with crowdsourcing.
Frontiers Comput. Sci.
Tao Han, Hailong Sun, Yangqiu Song, Yili Fang, Xudong Liu
2021 J jnl
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching.
CoRR
Xin Liu, Yangqiu Song
2021 A conf
Joint Coreference Resolution and Character Linking for Multiparty Conversation.
EACL
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu
2021 J jnl
Joint Coreference Resolution and Character Linking for Multiparty Conversation.
CoRR
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu
2021 J jnl
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation.
CoRR
Haotian Li, Yong Wang, Songheng Zhang, Yangqiu Song, Huamin Qu
2021 — conf
Learning Contextual Causality Between Daily Events From Time-Consecutive Images.
CVPR Workshops
Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth
2021 — conf
Manifold Alignment across Geometric Spaces for Knowledge Base Representation Learning.
AKBC
Huiru Xiao, Yangqiu Song
2021 A conf
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering.
CIKM
Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye
2021 J jnl
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering.
CoRR
Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye
2021 A conf
Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks.
CIKM
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2021 J jnl
Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks.
CoRR
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2021 — conf
Probing Toxic Content in Large Pre-Trained Language Models.
ACL/IJCNLP (1)
Nedjma Ousidhoum, Xinran Zhao, Tianqing Fang, Yangqiu Song, Dit-Yan Yeung
2021 J jnl
RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved.
J. Artif. Intell. Res.
Jianxin Li, Cheng Ji, Hao Peng, Yu He, Yangqiu Song, Xinmiao Zhang, Fanzhang Peng
2021 J jnl
Ranking Users in Social Networks with Motif-Based PageRank.
IEEE Trans. Knowl. Data Eng.
Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao
2021 — conf
Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation.
ECML/PKDD (2)
Yuanxin Zhuang, Chuan Shi, Cheng Yang, Fuzhen Zhuang, Yangqiu Song
2021 J jnl
Side Information Fusion for Recommender Systems over Heterogeneous Information Network.
ACM Trans. Knowl. Discov. Data
Huan Zhao, Quanming Yao, Yangqiu Song, James T. Kwok, Dik Lun Lee
2021 J jnl
Social explorative attention based recommendation for content distribution platforms.
Data Min. Knowl. Discov.
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
2021 J jnl
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.
CoRR
Hao Peng, Jianxin Li, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He
2021 J jnl
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data
Hao Peng, Jianxin Li, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He
2021 — conf
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model.
ACL/IJCNLP (1)
Hongliang Dai, Yangqiu Song, Haixun Wang
2021 J jnl
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model.
CoRR
Hongliang Dai, Yangqiu Song, Haixun Wang
2021 J jnl
Unit Ball Model for Hierarchical Embeddings in Complex Hyperbolic Space.
CoRR
Huiru Xiao, Caigao Jiang, Yangqiu Song, James Zhang, Junwu Xiong
2021 A conf
Variational Weakly Supervised Sentiment Analysis with Posterior Regularization.
EACL
Ziqian Zeng, Yangqiu Song
2021 J jnl
Variational Weakly Supervised Sentiment Analysis with Posterior Regularization.
CoRR
Ziqian Zeng, Yangqiu Song
2021 J jnl
Wasserstein diffusion on graphs with missing attributes.
CoRR
Zhixian Chen, Tengfei Ma, Yangqiu Song, Yang Wang
2020 J jnl
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution.
CoRR
Hongming Zhang, Xinran Zhao, Yangqiu Song
2020 B conf
A Chinese Corpus for Fine-grained Entity Typing.
LREC
Chin Lee, Hongliang Dai, Yangqiu Song, Xin Li
2020 J jnl
A Chinese Corpus for Fine-grained Entity Typing.
CoRR
Chin Lee, Hongliang Dai, Yangqiu Song, Xin Li
2020 J jnl
A Variational Approach to Unsupervised Sentiment Analysis.
CoRR
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Zizheng Lin, Yangqiu Song, Michael David Kuo, Wan Hang Keith Chiu
2020 A* conf
ASER: A Large-scale Eventuality Knowledge Graph.
WWW
Hongming Zhang, Xin Liu, Haojie Pan, Yangqiu Song, Cane Wing-Ki Leung
2020 — conf
Analogous Process Structure Induction for Sub-event Sequence Prediction.
EMNLP (1)
Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth
2020 J jnl
Analogous Process Structure Induction for Sub-event Sequence Prediction.
CoRR
Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth
2020 J jnl
CoCoLM: COmplex COmmonsense Enhanced Language Model.
CoRR
Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng
2020 — conf
Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets.
EMNLP (1)
Nedjma Ousidhoum, Yangqiu Song, Dit-Yan Yeung
2020 — conf
Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations.
AKBC
Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng, Lifeng Shang
2020 J jnl
Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations.
CoRR
Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng, Lifeng Shang
2020 J jnl
Event detection and evolution in multi-lingual social streams.
Frontiers Comput. Sci.
Yaopeng Liu, Hao Peng, Jianxin Li, Yangqiu Song, Xiong Li
2020 — conf
Exploiting Semantic Relations for Fine-grained Entity Typing.
AKBC
Hongliang Dai, Yangqiu Song, Xin Li
2020 A conf
Fisher Deep Domain Adaptation.
SDM
Yinghua Zhang, Yu Zhang, Ying Wei, Kun Bai, Yangqiu Song, Qiang Yang
2020 J jnl
Fisher Deep Domain Adaptation.
CoRR
Yinghua Zhang, Yu Zhang, Ying Wei, Kun Bai, Yangqiu Song, Qiang Yang
2020 J jnl
Learning Contextual Causality from Time-consecutive Images.
CoRR
Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth
2020 J jnl
Multiplex Word Embeddings for Selectional Preference Acquisition.
CoRR
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
2020 A* conf
Neural Subgraph Isomorphism Counting.
KDD
Xin Liu, Haojie Pan, Mutian He, Yangqiu Song, Xin Jiang, Lifeng Shang
2020 A* conf
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification.
IJCAI
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang
2020 J jnl
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification.
CoRR
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang
2020 J jnl
On the Role of Conceptualization in Commonsense Knowledge Graph Construction.
CoRR
Mutian He, Yangqiu Song, Kun Xu, Dong Yu
2020 A conf
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network.
CIKM
Haotian Li, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu
2020 J jnl
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network.
CoRR
Haotian Li, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu
2020 A* conf
Recent Advances on Graph Analytics and Its Applications in Healthcare.
KDD
Fei Wang, Peng Cui, Jian Pei, Yangqiu Song, Chengxi Zang
2020 J jnl
Social Explorative Attention based Recommendation for Content Distribution Platforms.
CoRR
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
2020 J jnl
SocialTrans: A Deep Sequential Model with Social Information for Web-Scale Recommendation Systems.
CoRR
Qiaoan Chen, Hao Gu, Lingling Yi, Yishi Lin, Peng He, Chuan Chen, Yangqiu Song
2020 J jnl
Special Issue on Data-Driven Personality Modeling for Intelligent Human-Computer Interaction.
ACM Trans. Interact. Intell. Syst.
Shimei Pan, Oliver Brdiczka, Andrea Kleinsmith, Yangqiu Song
2020 A* conf
TransOMCS: From Linguistic Graphs to Commonsense Knowledge.
IJCAI
Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth
2020 J jnl
TransOMCS: From Linguistic Graphs to Commonsense Knowledge.
CoRR
Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth
2020 A* conf
Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning.
KDD
Yinghua Zhang, Yangqiu Song, Jian Liang, Kun Bai, Qiang Yang
2020 J jnl
Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning.
CoRR
Yinghua Zhang, Yangqiu Song, Jian Liang, Kun Bai, Qiang Yang
2020 A conf
Vertex-reinforced Random Walk for Network Embedding.
SDM
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2020 J jnl
Vertex-reinforced Random Walk for Network Embedding.
CoRR
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2020 — conf
When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models.
EMNLP (1)
Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi
2020 J jnl
When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models.
CoRR
Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi
2020 A* conf
WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge.
ACL
Hongming Zhang, Xinran Zhao, Yangqiu Song
2020 J jnl
WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge.
CoRR
Hongming Zhang, Xinran Zhao, Yangqiu Song
2019 — conf
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification.
NAACL-HLT (1)
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song
2019 J jnl
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification.
CoRR
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song
2019 J jnl
ASER: A Large-scale Eventuality Knowledge Graph.
CoRR
Hongming Zhang, Xin Liu, Haojie Pan, Yangqiu Song, Cane Wing-Ki Leung
2019 A* conf
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction.
KDD
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
2019 J jnl
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction.
CoRR
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
2019 A* conf
Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification.
WWW
Huiru Xiao, Xin Liu, Yangqiu Song
2019 J jnl
Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification.
CoRR
Huiru Xiao, Xin Liu, Yangqiu Song
2019 A* conf
Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks.
IJCAI
Hao Peng, Jianxin Li, Qiran Gong, Yangqiu Song, Yuanxing Ning, Kunfeng Lai, Philip S. Yu
2019 J jnl
Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks.
CoRR
Hao Peng, Jianxin Li, Qiran Gong, Yangqiu Song, Yuanxing Ning, Kunfeng Lai, Philip S. Yu
2019 A conf
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding.
CIKM
Yu He, Yangqiu Song, Jianxin Li, Cheng Ji, Jian Peng, Hao Peng
2019 J jnl
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding.
CoRR
Yu He, Yangqiu Song, Jianxin Li, Cheng Ji, Jian Peng, Hao Peng
2019 A conf
Hyper-Path-Based Representation Learning for Hyper-Networks.
CIKM
Jie Huang, Xin Liu, Yangqiu Song
2019 J jnl
Hyper-Path-Based Representation Learning for Hyper-Networks.
CoRR
Jie Huang, Xin Liu, Yangqiu Song
2019 — conf
Improving Fine-grained Entity Typing with Entity Linking.
EMNLP/IJCNLP (1)
Hongliang Dai, Donghong Du, Xin Li, Yangqiu Song
2019 J jnl
Improving Fine-grained Entity Typing with Entity Linking.
CoRR
Hongliang Dai, Donghong Du, Xin Li, Yangqiu Song
2019 — conf
Incorporating Context and External Knowledge for Pronoun Coreference Resolution.
NAACL-HLT (1)
Hongming Zhang, Yan Song, Yangqiu Song
2019 J jnl
Incorporating Context and External Knowledge for Pronoun Coreference Resolution.
CoRR
Hongming Zhang, Yan Song, Yangqiu Song
2019 J jnl
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases.
CoRR
Wanyun Cui, Yanghua Xiao, Haixun Wang, Yangqiu Song, Seung-won Hwang, Wei Wang
2019 — conf
Knowledge-aware Pronoun Coreference Resolution.
ACL (1)
Hongming Zhang, Yan Song, Yangqiu Song, Dong Yu
2019 J jnl
Knowledge-aware Pronoun Coreference Resolution.
CoRR
Hongming Zhang, Yan Song, Yangqiu Song, Dong Yu
2019 A conf
Motif Enhanced Recommendation over Heterogeneous Information Network.
CIKM
Huan Zhao, Yingqi Zhou, Yangqiu Song, Dik Lun Lee
2019 J jnl
Motif Enhanced Recommendation over Heterogeneous Information Network.
CoRR
Huan Zhao, Yingqi Zhou, Yangqiu Song, Dik Lun Lee
2019 — conf
Multilingual and Multi-Aspect Hate Speech Analysis.
EMNLP/IJCNLP (1)
Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, Yangqiu Song, Dit-Yan Yeung
2019 J jnl
Multilingual and Multi-Aspect Hate Speech Analysis.
CoRR
Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, Yangqiu Song, Dit-Yan Yeung
2019 — conf
Multiplex Word Embeddings for Selectional Preference Acquisition.
EMNLP/IJCNLP (1)
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
2019 — conf
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision.
ACL (1)
Hongliang Dai, Yangqiu Song
2019 J jnl
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision.
CoRR
Hongliang Dai, Yangqiu Song
2019 J jnl
Neural Subgraph Isomorphism Counting.
CoRR
Xin Liu, Haojie Pan, Mutian He, Yangqiu Song, Xin Jiang
2019 J jnl
RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved.
CoRR
Yu He, Jianxin Li, Yangqiu Song, Xinmiao Zhang, Fanzhang Peng, Hao Peng
2019 J jnl
Ranking Users in Social Networks with Motif-based PageRank.
CoRR
Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao
2019 — conf
Relation Discovery with Out-of-Relation Knowledge Base as Supervision.
NAACL-HLT (1)
Yan Liang, Xin Liu, Jianwen Zhang, Yangqiu Song
2019 J jnl
Relation Discovery with Out-of-Relation Knowledge Base as Supervision.
CoRR
Yan Liang, Xin Liu, Jianwen Zhang, Yangqiu Song
2019 — conf
SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition.
ACL (1)
Hongming Zhang, Hantian Ding, Yangqiu Song
2019 J jnl
SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition.
CoRR
Hongming Zhang, Hantian Ding, Yangqiu Song
2019 J jnl
Toward any-language zero-shot topic classification of textual documents.
Artif. Intell.
Yangqiu Song, Shyam Upadhyay, Haoruo Peng, Stephen Mayhew, Dan Roth
2019 — conf
What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues.
EMNLP/IJCNLP (1)
Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang
2019 J jnl
What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues.
CoRR
Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang
2018 Misc conf
A Distributed Solution for Winograd Schema Challenge.
ICMLC
Hongming Zhang, Yangqiu Song
2018 A* conf
Biased Random Walk based Social Regularization for Word Embeddings.
IJCAI
Ziqian Zeng, Xin Liu, Yangqiu Song
2018 — conf
Capture Commonsense Knowledge for Sentiment Analysis.
BigComp
Hongming Zhang, Zhaoyu Liu, Yangqiu Song
2018 B conf
CogCompNLP: Your Swiss Army Knife for NLP.
LREC
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 A* conf
Entity Linking within a Social Media Platform: A Case Study on Yelp.
EMNLP
Hongliang Dai, Yangqiu Song, Liwei Qiu, Rijia Liu
2018 J jnl
Illinois CCG LoReHLT 2016 named entity recognition and situation frame systems.
Mach. Transl.
Chen-Tse Tsai, Stephen Mayhew, Yangqiu Song, Mark Sammons, Dan Roth
2018 A* conf
Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN.
WWW
Hao Peng, Jianxin Li, Yu He, Yaopeng Liu, Mengjiao Bao, Lihong Wang, Yangqiu Song, Qiang Yang
2018 J jnl
Learning with Heterogeneous Side Information Fusion for Recommender Systems.
CoRR
Huan Zhao, Quanming Yao, Yangqiu Song, James T. Kwok, Dik Lun Lee
2018 A* conf
Make Evasion Harder: An Intelligent Android Malware Detection System.
IJCAI
Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu
2018 A* conf
MetaGAN: An Adversarial Approach to Few-Shot Learning.
NeurIPS
Ruixiang Zhang, Tong Che, Zoubin Ghahramani, Yoshua Bengio, Yangqiu Song
2018 A* conf
Ranking Users in Social Networks With Higher-Order Structures.
AAAI
Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao
2018 A* conf
Scalable Multiplex Network Embedding.
IJCAI
Hongming Zhang, Liwei Qiu, Lingling Yi, Yangqiu Song
2018 A* conf
Time-evolving Text Classification with Deep Neural Networks.
IJCAI
Yu He, Jianxin Li, Yangqiu Song, Mutian He, Hao Peng
2018 A* conf
Training and Evaluating Improved Dependency-Based Word Embeddings.
AAAI
Chen Li, Jianxin Li, Yangqiu Song, Ziwei Lin
2018 J jnl
Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks.
Data Min. Knowl. Discov.
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2017 J jnl
Adaptive Result Inference for Collecting Quantitative Data With Crowdsourcing.
IEEE Internet Things J.
Hailong Sun, Kefan Hu, Yili Fang, Yangqiu Song
2017 A conf
Budgeted Task Scheduling for Crowdsourced Knowledge Acquisition.
CIKM
Tao Han, Hailong Sun, Yangqiu Song, Zizhe Wang, Xudong Liu
2017 A conf
Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks.
CIKM
Chenguang Wang, Yangqiu Song, Haoran Li, Yizhou Sun, Ming Zhang, Jiawei Han
2017 A* conf
Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension.
EMNLP
Yichun Yin, Yangqiu Song, Ming Zhang
2017 A* conf
HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network.
KDD
Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu
2017 A* conf
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models.
AAAI
Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu
2017 A* conf
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components.
EMNLP
Jinxing Yu, Xun Jian, Hao Xin, Yangqiu Song
2017 J jnl
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases.
Proc. VLDB Endow.
Wanyun Cui, Yanghua Xiao, Haixun Wang, Yangqiu Song, Seung-won Hwang, Wei Wang
2017 J jnl
Machine Learning with World Knowledge: The Position and Survey.
CoRR
Yangqiu Song, Dan Roth
2017 J jnl
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks.
CoRR
Tong Che, Yanran Li, Ruixiang Zhang, R. Devon Hjelm, Wenjie Li, Yangqiu Song, Yoshua Bengio
2017 A* conf
Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks.
KDD
Huan Zhao, Quanming Yao, Jianda Li, Yangqiu Song, Dik Lun Lee
2017 — conf
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings.
SemEval@ACL
Yichun Yin, Yangqiu Song, Ming Zhang
2017 A* conf
Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks.
IJCAI
He Jiang, Yangqiu Song, Chenguang Wang, Ming Zhang, Yizhou Sun
2017 A* conf
Socialized Word Embeddings.
IJCAI
Ziqian Zeng, Yichun Yin, Yangqiu Song, Ming Zhang
2017 J jnl
Subjective Knowledge Acquisition and Enrichment Powered By Crowdsourcing.
CoRR
Rui Meng, Hao Xin, Lei Chen, Yangqiu Song
2017 — conf
Understanding Hidden Memories of Recurrent Neural Networks.
VAST
Yao Ming, Shaozu Cao, Ruixiang Zhang, Zhen Li, Yuanzhe Chen, Yangqiu Song, Huamin Qu
2017 J jnl
Understanding Hidden Memories of Recurrent Neural Networks.
CoRR
Yao Ming, Shaozu Cao, Ruixiang Zhang, Zhen Li, Yuanzhe Chen, Yangqiu Song, Huamin Qu
2016 A* conf
Cross-Lingual Dataless Classification for Many Languages.
IJCAI
Yangqiu Song, Shyam Upadhyay, Haoruo Peng, Dan Roth
2016 J jnl
Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence.
CoRR
Yangqiu Song, Stephen Mayhew, Dan Roth
2016 A* conf
Event Detection and Co-reference with Minimal Supervision.
EMNLP
Haoruo Peng, Yangqiu Song, Dan Roth
2016 J jnl
Heterogeneous Translated Hashing: A Scalable Solution Towards Multi-Modal Similarity Search.
ACM Trans. Knowl. Discov. Data
Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang
2016 A* conf
Improving Topic Model Stability for Effective Document Exploration.
IJCAI
Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara
2016 A* conf
Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition.
IJCAI
Tao Han, Hailong Sun, Yangqiu Song, Yili Fang, Xudong Liu
2016 A* conf
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning.
AAAI
Ying Wei, Yin Zhu, Cane Wing-Ki Leung, Yangqiu Song, Qiang Yang
2016 J jnl
Microblog sentiment classification with heterogeneous sentiment knowledge.
Inf. Sci.
Fangzhao Wu, Yangqiu Song, Yongfeng Huang, M. Rosario Suárez
2016 A conf
RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks.
SDM
Chenguang Wang, Yizhou Sun, Yanglei Song, Jiawei Han, Yangqiu Song, Lidan Wang, Ming Zhang
2016 J jnl
Structured microblog sentiment classification via social context regularization.
Neurocomputing
Fangzhao Wu, Yongfeng Huang, Yangqiu Song
2016 A* conf
Text Classification with Heterogeneous Information Network Kernels.
AAAI
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2016 J jnl
The Stability and Usability of Statistical Topic Models.
ACM Trans. Interact. Intell. Syst.
Yi Yang, Shimei Pan, Jie Lu, Mercan Topkara, Yangqiu Song
2016 J jnl
Towards building a high-quality microblog-specific Chinese sentiment lexicon.
Decis. Support Syst.
Fangzhao Wu, Yongfeng Huang, Yangqiu Song, Shixia Liu
2016 A* conf
Tracking Idea Flows between Social Groups.
AAAI
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song
2016 — conf
Word Embeddings with Limited Memory.
ACL (2)
Shaoshi Ling, Yangqiu Song, Dan Roth
2016 J jnl
World Knowledge as Indirect Supervision for Document Clustering.
CoRR
Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han
2016 J jnl
World Knowledge as Indirect Supervision for Document Clustering.
ACM Trans. Knowl. Discov. Data
Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han
2015 J jnl
Automatic Taxonomy Construction from Keywords via Scalable Bayesian Rose Trees.
IEEE Trans. Knowl. Data Eng.
Yangqiu Song, Shixia Liu, Xueqing Liu, Haixun Wang
2015 A* conf
Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews.
AAAI
Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu
2015 A* conf
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations.
IJCAI
Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji, Ming Zhang
2015 J jnl
Does Summarization Help Stock Prediction? A News Impact Analysis.
IEEE Intell. Syst.
Xiaodong Li, Haoran Xie, Yangqiu Song, Shanfeng Zhu, Qing Li, Fu Lee Wang
2015 J jnl
Evolutionary Bayesian Rose Trees.
IEEE Trans. Knowl. Data Eng.
Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
2015 — conf
Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems.
TAC
Mark Sammons, Haoruo Peng, Yangqiu Song, Shyam Upadhyay, Chen-Tse Tsai, Pavankumar Reddy, Subhro Roy, Dan Roth
2015 — conf
Improving a Pipeline Architecture for Shallow Discourse Parsing.
CoNLL Shared Task
Yangqiu Song, Haoruo Peng, Parisa Kordjamshidi, Mark Sammons, Dan Roth
2015 A* conf
Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks.
KDD
Chenguang Wang, Yangqiu Song, Ahmed El-Kishky, Dan Roth, Ming Zhang, Jiawei Han
2015 A* conf
KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks.
ICDM
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2015 A* conf
Microblog Sentiment Classification with Contextual Knowledge Regularization.
AAAI
Fangzhao Wu, Yangqiu Song, Yongfeng Huang
2015 A* conf
Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach.
IJCAI
Yangqiu Song, Shusen Wang, Haixun Wang
2015 A* conf
Semantic-Based Recommendation Across Heterogeneous Domains.
ICDM
Deqing Yang, Yanghua Xiao, Yangqiu Song, Wei Wang
2015 A* conf
Spectral Label Refinement for Noisy and Missing Text Labels.
AAAI
Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang
2015 J jnl
Tracking Idea Flows between Social Groups.
CoRR
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song
2015 A* conf
Transitive Transfer Learning.
KDD
Ben Tan, Yangqiu Song, Erheng Zhong, Qiang Yang
2015 — conf
Unsupervised Sparse Vector Densification for Short Text Similarity.
HLT-NAACL
Yangqiu Song, Dan Roth
2015 A conf
User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content.
IUI
Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara
2014 J jnl
Brief survey of crowdsourcing for data mining.
Expert Syst. Appl.
Xintong Guo, Hongzhi Wang, Yangqiu Song, Gao Hong
2014 A* conf
On Dataless Hierarchical Text Classification.
AAAI
Yangqiu Song, Dan Roth
2014 A* conf
Scalable heterogeneous translated hashing.
KDD
Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang
2014 J jnl
Semantic Multidimensional Scaling for Open-Domain Sentiment Analysis.
IEEE Intell. Syst.
Erik Cambria, Yangqiu Song, Haixun Wang, Newton Howard
2014 — conf
Tag propagation based recommendation across diverse social media.
WWW (Companion Volume)
Deqing Yang, Yanghua Xiao, Yangqiu Song, Junjun Zhang, Kezun Zhang, Wei Wang
2014 A conf
Transfer Understanding from Head Queries to Tail Queries.
CIKM
Yangqiu Song, Haixun Wang, Weizhu Chen, Shusen Wang
2013 A* conf
Collaborative boosting for activity classification in microblogs.
KDD
Yangqiu Song, Zhengdong Lu, Cane Wing-Ki Leung, Qiang Yang
2013 J jnl
Constrained Text Coclustering with Supervised and Unsupervised Constraints.
IEEE Trans. Knowl. Data Eng.
Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian
2013 A conf
Identifying users' topical tasks in web search.
WSDM
Wen Hua, Yangqiu Song, Haixun Wang, Xiaofang Zhou
2013 A conf
Lead-lag analysis via sparse co-projection in correlated text streams.
CIKM
Fangzhao Wu, Yangqiu Song, Shixia Liu, Yongfeng Huang, Zhenyu Liu
2013 A* conf
Mining evolutionary multi-branch trees from text streams.
KDD
Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo
2013 A conf
Optimizing temporal topic segmentation for intelligent text visualization.
IUI
Shimei Pan, Michelle X. Zhou, Yangqiu Song, Weihong Qian, Fei Wang, Shixia Liu
2012 A* conf
Automatic taxonomy construction from keywords.
KDD
Xueqing Liu, Yangqiu Song, Shixia Liu, Haixun Wang
2012 J jnl
ImageHive: Interactive Content-Aware Image Summarization.
IEEE Computer Graphics and Applications
Li Tan, Yangqiu Song, Shixia Liu, Lexing Xie
2012 J jnl
TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis.
ACM Trans. Intell. Syst. Technol.
Shixia Liu, Michelle X. Zhou, Shimei Pan, Yangqiu Song, Weihong Qian, Weijia Cai, Xiaoxiao Lian
2011 — conf
Isanette: A Common and Common Sense Knowledge Base for Opinion Mining.
ICDM Workshops
Erik Cambria, Yangqiu Song, Haixun Wang, Amir Hussain
2011 J jnl
Parallel Spectral Clustering in Distributed Systems.
IEEE Trans. Pattern Anal. Mach. Intell.
Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang
2011 J jnl
Semi-supervised ranking aggregation.
Inf. Process. Manag.
Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang
2011 A* conf
Short Text Conceptualization Using a Probabilistic Knowledgebase.
IJCAI
Yangqiu Song, Haixun Wang, Zhongyuan Wang, Hongsong Li, Weizhu Chen
2011 J jnl
TextFlow: Towards Better Understanding of Evolving Topics in Text.
IEEE Trans. Vis. Comput. Graph.
Weiwei Cui, Shixia Liu, Li Tan, Conglei Shi, Yangqiu Song, Zekai Gao, Huamin Qu, Xin Tong
2011 A* conf
Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes.
ICDM
Zekai Gao, Yangqiu Song, Shixia Liu, Haixun Wang, Hao Wei, Yang Chen, Weiwei Cui
2010 J jnl
Boosting with pairwise constraints.
Neurocomputing
Changshui Zhang, Qutang Cai, Yangqiu Song
2010 A* conf
Constrained Coclustering for Textual Documents.
AAAI
Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian
2010 A* conf
Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora.
KDD
Jianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu
2010 A* conf
Homotopy Regularization for Boosting.
ICDM
Zheng Wang, Yangqiu Song, Changshui Zhang
2010 A* conf
TIARA: a visual exploratory text analytic system.
KDD
Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang
2009 A conf
Efficient Active Learning with Boosting.
SDM
Zheng Wang, Yangqiu Song, Changshui Zhang
2009 J jnl
Embedding new data points for manifold learning via coordinate propagation.
Knowl. Inf. Syst.
Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang
2009 J jnl
Extracting the optimal dimensionality for local tensor discriminant analysis.
Pattern Recognit.
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang
2009 A* conf
Knowledge Transfer on Hybrid Graph.
IJCAI
Zheng Wang, Yangqiu Song, Changshui Zhang
2009 J jnl
Nonlinear dimensionality reduction with relative distance comparison.
Neurocomputing
Chunxia Zhang, Shiming Xiang, Feiping Nie, Yangqiu Song
2009 A* conf
On-line Evolutionary Exponential Family Mixture.
IJCAI
Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang
2009 J jnl
Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images.
Pattern Anal. Appl.
Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang, Shiming Xiang, Dan Zhang
2009 A conf
Topic and keyword re-ranking for LDA-based topic modeling.
CIKM
Yangqiu Song, Shimei Pan, Shixia Liu, Michelle X. Zhou, Weihong Qian
2008 J jnl
A unified framework for semi-supervised dimensionality reduction.
Pattern Recognit.
Yangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang
2008 Misc conf
Active model selection for Graph-Based Semi-Supervised Learning.
ICASSP
Bin Zhao, Fei Wang, Changshui Zhang, Yangqiu Song
2008 J jnl
Content-Based Information Fusion for Semi-Supervised Music Genre Classification.
IEEE Trans. Multim.
Yangqiu Song, Changshui Zhang
2008 J jnl
Contour graph based human tracking and action sequence recognition.
Pattern Recognit.
Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang
2008 Misc conf
Cost-sensitive boosting algorithms as gradient descent.
ICASSP
Qu-Tang Cai, Yangqiu Song, Chang-shui Zhang
2008 — conf
Parallel Spectral Clustering.
ECML/PKDD (2)
Yangqiu Song, WenYen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang
2008 A conf
Semi-supervised Multi-label Learning by Solving a Sylvester Equation.
SDM
Gang Chen, Yangqiu Song, Fei Wang, Changshui Zhang
2008 A conf
Semi-supervised ranking aggregation.
CIKM
Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang
2008 J jnl
Semi-supervised sub-manifold discriminant analysis.
Pattern Recognit. Lett.
Yangqiu Song, Feiping Nie, Changshui Zhang
2008 — conf
Transferred Dimensionality Reduction.
ECML/PKDD (2)
Zheng Wang, Yangqiu Song, Changshui Zhang
2007 B conf
Embedding New Data Points for Manifold Learning Via Coordinate Propagation.
PAKDD
Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang
2007 — conf
Extracting the Optimal Dimensionality for Discriminant Analysis.
ICASSP (2)
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang
2007 — conf
Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning.
ACCV (1)
Dan Zhang, Zhenwei Shi, Yangqiu Song, Changshui Zhang
2007 A* conf
Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition.
CVPR
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang
2007 A conf
Ranking with semi-supervised distance metric learning and its application to housing potential estimation.
CIKM
Yangqiu Song, Bin Zhang, Wen Jun Yin, Changshui Zhang, Jin Dong
2007 — conf
Semi-Supervised Music Genre Classification.
ICASSP (2)
Yangqiu Song, Changshui Zhang, Shiming Xiang
2006 — conf
A Discriminative Method For Semi-Automated Tumorous Tissues Segmentation of MR Brain Images.
CVPR Workshops
Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang
2006 — conf
Graph Based Multi-class Semi-supervised Learning Using Gaussian Process.
SSPR/SPR
Yangqiu Song, Changshui Zhang, Jianguo Lee
2005 B conf
New boosting methods of Gaussian processes for regression.
IJCNN
Yangqiu Song, Changshui Zhang