Qi Liu - RankMe

90 papers A* 21A 2Journal 54Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment. AAAI Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun
2026	J	`jnl`	Verified Critical Step Optimization for LLM Agents. CoRR Mukai Li, Qingcheng Zeng, Tianqing Fang, Zhenwen Liang, Linfeng Song, Qi Liu, Haitao Mi, Dong Yu
2025	J	`jnl`	A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook. ACM Comput. Surv. Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li
2025	J	`jnl`	Causal Machine Learning: A Survey and Open Problems. Found. Trends Optim. Jean Kaddour, Aengus Lynch, Qi Liu, Matt J. Kusner, Ricardo Silva
2025	—	`conf`	Design Choices for Extending the Context Length of Visual Language Models. ACL (1) Mukai Li, Lei Li, Shansan Gong, Qi Liu
2025	J	`jnl`	EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving. CoRR Mukai Li, Linfeng Song, Zhenwen Liang, Jiahao Xu, Shansan Gong, Qi Liu, Haitao Mi, Dong Yu
2025	J	`jnl`	Exploring Stability-Plasticity Trade-offs for Continual Named Entity Recognition. CoRR Duzhen Zhang, Chenxing Li, Jiahua Dong, Qi Liu, Dong Yu
2025	—	`conf`	ImgTrojan: Jailbreaking Vision-Language Models with ONE Image. NAACL (Long Papers) Xijia Tao, Shuai Zhong, Lei Li, Qi Liu, Lingpeng Kong
2025	A*	`conf`	Jailbreaking as a Reward Misspecification Problem. ICLR Zhihui Xie, Jiahui Gao, Lei Li, Zhenguo Li, Qi Liu, Lingpeng Kong
2025	J	`jnl`	OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows. CoRR Qiushi Sun, Mukai Li, Zhoumianze Liu, Zhihui Xie, Fangzhi Xu, Zhangyue Yin, Kanzhi Cheng, Zehao Li, Zichen Ding, Qi Liu, Zhiyong Wu, Zhuosheng Zhang, Ben Kao, Lingpeng Kong
2025	J	`jnl`	TEMPLE:Temporal Preference Learning of Video LLMs via Difficulty Scheduling and Pre-SFT Alignment. CoRR Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun
2025	A*	`conf`	Temporal Reasoning Transfer from Text to Video. ICLR Lei Li, Yuanxin Liu, Linli Yao, Peiyuan Zhang, Chenxin An, Lean Wang, Xu Sun, Lingpeng Kong, Qi Liu
2025	A*	`conf`	TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos. ACM Multimedia Linli Yao, Yicheng Li, Yuancheng Wei, Lei Li, Shuhuai Ren, Yuanxin Liu, Kun Ouyang, Lean Wang, Shicheng Li, Sida Li, Lingpeng Kong, Qi Liu, Yuanxing Zhang, Xu Sun
2025	J	`jnl`	TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos. CoRR Linli Yao, Yicheng Li, Yuancheng Wei, Lei Li, Shuhuai Ren, Yuanxin Liu, Kun Ouyang, Lean Wang, Shicheng Li, Sida Li, Lingpeng Kong, Qi Liu, Yuanxing Zhang, Xu Sun
2025	A*	`conf`	VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models. CVPR Lei Li, Yuancheng Wei, Zhihui Xie, Xuqing Yang, Yifan Song, Peiyi Wang, Chenxin An, Tianyu Liu, Sujian Li, Bill Yuchen Lin, Lingpeng Kong, Qi Liu
2024	J	`jnl`	ImgTrojan: Jailbreaking Vision-Language Models with ONE Image. CoRR Xijia Tao, Shuai Zhong, Lei Li, Qi Liu, Lingpeng Kong
2024	J	`jnl`	Jailbreaking as a Reward Misspecification Problem. CoRR Zhihui Xie, Jiahui Gao, Lei Li, Zhenguo Li, Qi Liu, Lingpeng Kong
2024	—	`conf`	Large Language Models are not Fair Evaluators. ACL (1) Peiyi Wang, Lei Li, Liang Chen, Zefan Cai, Dawei Zhu, Binghuai Lin, Yunbo Cao, Lingpeng Kong, Qi Liu, Tianyu Liu, Zhifang Sui
2024	—	`conf`	Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models. ACL (1) Lei Li, Yuqi Wang, Runxin Xu, Peiyi Wang, Xiachong Feng, Lingpeng Kong, Qi Liu
2024	J	`jnl`	Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models. CoRR Lei Li, Yuqi Wang, Runxin Xu, Peiyi Wang, Xiachong Feng, Lingpeng Kong, Qi Liu
2024	—	`conf`	Red Teaming Visual Language Models. ACL (Findings) Mukai Li, Lei Li, Yuwei Yin, Masood Ahmed, Zhenguang Liu, Qi Liu
2024	J	`jnl`	Red Teaming Visual Language Models. CoRR Mukai Li, Lei Li, Yuwei Yin, Masood Ahmed, Zhenguang Liu, Qi Liu
2024	J	`jnl`	Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models. CoRR Aitor Ormazabal, Che Zheng, Cyprien de Masson d'Autume, Dani Yogatama, Deyu Fu, Donovan Ong, Eric Chen, Eugenie Lamprecht, Hai Pham, Isaac Ong, Kaloyan Aleksiev, Lei Li, Matthew Henderson, Max Bain, Mikel Artetxe, Nishant Relan, Piotr Padlewski, Qi Liu, Ren Chen, Samuel Phua, Yazheng Yang, Yi Tay, Yuqi Wang, Zhongkai Zhu, Zhihui Xie
2024	A*	`conf`	Retrieved Sequence Augmentation for Protein Representation Learning. EMNLP Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Sheng Wang, Lingpeng Kong
2024	J	`jnl`	Temporal Reasoning Transfer from Text to Video. CoRR Lei Li, Yuanxin Liu, Linli Yao, Peiyuan Zhang, Chenxin An, Lean Wang, Xu Sun, Lingpeng Kong, Qi Liu
2024	A*	`conf`	UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science. ICLR Yazheng Yang, Yuqi Wang, Guang Liu, Ledell Wu, Qi Liu
2024	J	`jnl`	Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science. CoRR Yazheng Yang, Yuqi Wang, Sankalok Sen, Lei Li, Qi Liu
2024	A*	`conf`	VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. EMNLP Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu
2024	J	`jnl`	VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. CoRR Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu
2024	J	`jnl`	VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models. CoRR Lei Li, Yuancheng Wei, Zhihui Xie, Xuqing Yang, Yifan Song, Peiyi Wang, Chenxin An, Tianyu Liu, Sujian Li, Bill Yuchen Lin, Lingpeng Kong, Qi Liu
2024	J	`jnl`	Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models. CoRR Piotr Padlewski, Max Bain, Matthew Henderson, Zhongkai Zhu, Nishant Relan, Hai Pham, Donovan Ong, Kaloyan Aleksiev, Aitor Ormazabal, Samuel Phua, Ethan Yeo, Eugenie Lamprecht, Qi Liu, Yuqi Wang, Eric Chen, Deyu Fu, Lei Li, Che Zheng, Cyprien de Masson d'Autume, Dani Yogatama, Mikel Artetxe, Yi Tay
2023	A	`conf`	An Empirical Study of Retrieval-Enhanced Graph Neural Networks. ECAI Dingmin Wang, Shengchao Liu, Hanchen Wang, Bernardo Cuenca Grau, Linfeng Song, Jian Tang, Le Song, Qi Liu
2023	A*	`conf`	Can Language Models Understand Physical Concepts? EMNLP Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Xu Sun, Lingpeng Kong, Qi Liu
2023	J	`jnl`	Can Language Models Understand Physical Concepts? CoRR Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Qi Liu, Lingpeng Kong, Xu Sun
2023	A*	`conf`	Evaluating Self-Supervised Learning for Molecular Graph Embeddings. NeurIPS Hanchen Wang, Jean Kaddour, Shengchao Liu, Jian Tang, Joan Lasenby, Qi Liu
2023	J	`jnl`	FinPT: Financial Risk Prediction with Profile Tuning on Pretrained Foundation Models. CoRR Yuwei Yin, Yazheng Yang, Jian Yang, Qi Liu
2023	A*	`conf`	GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning. NeurIPS Haiteng Zhao, Shengchao Liu, Chang Ma, Hannan Xu, Jie Fu, Zhihong Deng, Lingpeng Kong, Qi Liu
2023	J	`jnl`	GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning. CoRR Haiteng Zhao, Shengchao Liu, Chang Ma, Hannan Xu, Jie Fu, Zhi-Hong Deng, Lingpeng Kong, Qi Liu
2023	J	`jnl`	Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng
2023	J	`jnl`	Large Language Models are not Fair Evaluators. CoRR Peiyi Wang, Lei Li, Liang Chen, Dawei Zhu, Binghuai Lin, Yunbo Cao, Qi Liu, Tianyu Liu, Zhifang Sui
2023	J	`jnl`	M CoRR Lei Li, Yuwei Yin, Shicheng Li, Liang Chen, Peiyi Wang, Shuhuai Ren, Mukai Li, Yazheng Yang, Jingjing Xu, Xu Sun, Lingpeng Kong, Qi Liu
2023	A*	`conf`	MSSRNet: Manipulating Sequential Style Representation for Unsupervised Text Style Transfer. KDD Yazheng Yang, Zhou Zhao, Qi Liu
2023	J	`jnl`	MSSRNet: Manipulating Sequential Style Representation for Unsupervised Text Style Transfer. CoRR Yazheng Yang, Zhou Zhao, Qi Liu
2023	J	`jnl`	Retrieved Sequence Augmentation for Protein Representation Learning. CoRR Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Lingpeng Kong
2023	J	`jnl`	Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production. CoRR Ante Wang, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu
2023	J	`jnl`	Search-engine-augmented dialogue response generation with cheaply supervised query production. Artif. Intell. Ante Wang, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu
2023	J	`jnl`	TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models. CoRR Yuwei Yin, Jean Kaddour, Xiang Zhang, Yixin Nie, Zhenguang Liu, Lingpeng Kong, Qi Liu
2023	J	`jnl`	Text Data Augmentation in Low-Resource Settings via Fine-Tuning of Large Language Models. CoRR Jean Kaddour, Qi Liu
2023	J	`jnl`	UniTabE: Pretraining a Unified Tabular Encoder for Heterogeneous Tabular Data. CoRR Yazheng Yang, Yuqi Wang, Guang Liu, Ledell Wu, Qi Liu
2022	J	`jnl`	Augmenting Message Passing by Retrieving Similar Graphs. CoRR Dingmin Wang, Shengchao Liu, Hanchen Wang, Linfeng Song, Jian Tang, Song Le, Bernardo Cuenca Grau, Qi Liu
2022	—	`conf`	Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play. EMNLP (Findings) Qi Liu, Zihuiwen Ye, Tao Yu, Linfeng Song, Phil Blunsom
2022	J	`jnl`	Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play. CoRR Qi Liu, Zihuiwen Ye, Tao Yu, Phil Blunsom, Linfeng Song
2022	J	`jnl`	Causal Machine Learning: A Survey and Open Problems. CoRR Jean Kaddour, Aengus Lynch, Qi Liu, Matt J. Kusner, Ricardo Silva
2022	J	`jnl`	Evaluating Self-Supervised Learning for Molecular Graph Embeddings. CoRR Hanchen Wang, Jean Kaddour, Shengchao Liu, Jian Tang, Matt J. Kusner, Joan Lasenby, Qi Liu
2022	J	`jnl`	Relational Memory Augmented Language Models. CoRR Qi Liu, Dani Yogatama, Phil Blunsom
2022	J	`jnl`	Relational Memory-Augmented Language Models. Trans. Assoc. Comput. Linguistics Qi Liu, Dani Yogatama, Phil Blunsom
2021	A*	`conf`	Causal Effect Inference for Structured Treatments. NeurIPS Jean Kaddour, Yuchen Zhu, Qi Liu, Matt J. Kusner, Ricardo Silva
2021	—	`conf`	Counterfactual Data Augmentation for Neural Machine Translation. NAACL-HLT Qi Liu, Matt J. Kusner, Phil Blunsom
2021	—	`conf`	Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition. NAACL-HLT Dingmin Wang, Chenghua Lin, Qi Liu, Kam-Fai Wong
2021	J	`jnl`	Graph Intervention Networks for Causal Effect Estimation. CoRR Jean Kaddour, Qi Liu, Yuchen Zhu, Matt J. Kusner, Ricardo Silva
2021	J	`jnl`	Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. CoRR Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng
2021	J	`jnl`	Pretraining the Noisy Channel Model for Task-Oriented Dialogue. CoRR Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom
2021	J	`jnl`	Pretraining the Noisy Channel Model for Task-Oriented Dialogue. Trans. Assoc. Comput. Linguistics Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom
2021	A*	`conf`	Unsupervised Point Cloud Pre-training via Occlusion Completion. ICCV Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matt J. Kusner
2020	J	`jnl`	A Survey on Contextual Embeddings. CoRR Qi Liu, Matt J. Kusner, Phil Blunsom
2020	A*	`conf`	Multi-Task Self-Supervised Learning for Disfluency Detection. AAAI Shaolei Wang, Wanxiang Che, Qi Liu, Pengda Qin, Ting Liu, William Yang Wang
2020	J	`jnl`	Pre-Training by Completing Point Clouds. CoRR Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matthew J. Kusner
2020	A*	`conf`	Smart Contract Vulnerability Detection using Graph Neural Network. IJCAI Yuan Zhuang, Zhenguang Liu, Peng Qian, Qi Liu, Xiang Wang, Qinming He
2019	A*	`conf`	Hyperbolic Graph Neural Networks. NeurIPS Qi Liu, Maximilian Nickel, Douwe Kiela
2019	J	`jnl`	Hyperbolic Graph Neural Networks. CoRR Qi Liu, Maximilian Nickel, Douwe Kiela
2019	J	`jnl`	Insertion-based Decoding with Automatically Inferred Generation Order. Trans. Assoc. Comput. Linguistics Jiatao Gu, Qi Liu, Kyunghyun Cho
2019	J	`jnl`	Insertion-based Decoding with automatically Inferred Generation Order. CoRR Jiatao Gu, Qi Liu, Kyunghyun Cho
2019	J	`jnl`	Multi-Task Self-Supervised Learning for Disfluency Detection. CoRR Shaolei Wang, Wanxiang Che, Qi Liu, Pengda Qin, Ting Liu, William Yang Wang
2019	J	`jnl`	Quaternion Knowledge Graph Embedding. CoRR Shuai Zhang, Yi Tay, Lina Yao, Qi Liu
2019	A*	`conf`	Quaternion Knowledge Graph Embeddings. NeurIPS Shuai Zhang, Yi Tay, Lina Yao, Qi Liu
2019	A*	`conf`	Towards Natural and Accurate Future Motion Prediction of Humans and Animals. CVPR Zhenguang Liu, Shuang Wu, Shuyuan Jin, Qi Liu, Shijian Lu, Roger Zimmermann, Li Cheng
2018	A*	`conf`	Constrained Graph Variational Autoencoders for Molecule Design. NeurIPS Qi Liu, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt
2018	J	`jnl`	Constrained Graph Variational Autoencoders for Molecule Design. CoRR Qi Liu, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt
2018	—	`conf`	Learning Domain Representation for Multi-Domain Sentiment Classification. NAACL-HLT Qi Liu, Yue Zhang, Jiangming Liu
2018	—	`conf`	Mining Evidences for Concept Stock Recommendation. NAACL-HLT Qi Liu, Yue Zhang
2018	A*	`conf`	Multi-Modal Multi-Task Learning for Automatic Dietary Assessment. AAAI Qi Liu, Yue Zhang, Zhenguang Liu, Ye Yuan, Li Cheng, Roger Zimmermann
2018	—	`conf`	Sentence-State LSTM for Text Representation. ACL (1) Yue Zhang, Qi Liu, Linfeng Song
2018	J	`jnl`	Sentence-State LSTM for Text Representation. CoRR Yue Zhang, Qi Liu, Linfeng Song
2018	J	`jnl`	Toward Personalized Activity Level Prediction in Community Question Answering Websites. ACM Trans. Multim. Comput. Commun. Appl. Zhenguang Liu, Yingjie Xia, Qi Liu, Qinming He, Chao Zhang, Roger Zimmermann
2017	J	`jnl`	Behavior pattern clustering in blockchain networks. Multim. Tools Appl. Butian Huang, Zhenguang Liu, Jianhai Chen, Anan Liu, Qi Liu, Qinming He
2017	—	`conf`	EtherQL: A Query Layer for Blockchain System. DASFAA (2) Yang Li, Kai Zheng, Ying Yan, Qi Liu, Xiaofang Zhou
2017	J	`jnl`	Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective. IEEE Trans. Multim. Zhenguang Liu, Luming Zhang, Qi Liu, Yifang Yin, Li Cheng, Roger Zimmermann
2017	J	`jnl`	I Ate This: A Photo-based Food Journaling System with Expert Feedback. CoRR Shubham Goyal, Qi Liu, Khairina Tajul-Arifin, Waqas Awan, Bimlesh Wadhwa, Zhenguang Liu
2017	A	`conf`	QALink: Enriching Text Documents with Relevant Q&A Site Contents. CIKM Yixuan Tang, Weilong Huang, Qi Liu, Anthony K. H. Tung, Xiaoli Wang, Jisong Yang, Beibei Zhang
2015	—	`conf`	DocRicher: An Automatic Annotation System for Text Documents Using Social Media. SIGMOD Conference Qiang Hu, Qi Liu, Xiaoli Wang, Anthony K. H. Tung, Shubham Goyal, Jisong Yang