Yixuan Su - RankMe

65 papers A* 6A 2C 1Journal 46Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models. CoRR Zongqian Li, Shaohan Huang, Zewen Chi, Yixuan Su, Lexin Zhou, Li Dong, Nigel Collier, Furu Wei
2026	J	`jnl`	Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging Problems. CoRR Zongqian Li, Tengchao Lv, Shaohan Huang, Yixuan Su, Qinzheng Sun, Qiufeng Yin, Ying Xin, Scarlett Li, Lei Cui, Nigel Collier, Furu Wei
2025	—	`conf`	500xCompressor: Generalized Prompt Compression for Large Language Models. ACL (1) Zongqian Li, Yixuan Su, Nigel Collier
2025	J	`jnl`	A Survey on Prompt Tuning. CoRR Zongqian Li, Yixuan Su, Nigel Collier
2025	J	`jnl`	A model and algorithm for reactive multi-objective multi-skilled project scheduling under resource disruptions. Comput. Ind. Eng. Yixuan Su, Zhe Xu, Dongning Liu
2025	J	`jnl`	PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt Tuning. CoRR Zongqian Li, Yixuan Su, Nigel Collier
2025	—	`conf`	Prompt Compression for Large Language Models: A Survey. NAACL (Long Papers) Zongqian Li, Yinhong Liu, Yixuan Su, Nigel Collier
2025	J	`jnl`	The Application of Andersen Model in the Innovation of Rural Elderly Care Service Model. Int. J. Inf. Technol. Syst. Approach Ke Mu, Zhiling Wang, Jinzhou Tang, Yixuan Su, Yingli Xue
2025	A*	`conf`	To Code or Not To Code? Exploring Impact of Code in Pre-training. ICLR Viraat Aryabumi, Yixuan Su, Raymond Ma, Adrien Morisot, Ivan Zhang, Acyr Locatelli, Marzieh Fadaee, Ahmet Üstün, Sara Hooker
2025	J	`jnl`	YOLOV9-CBM: An Improved Fire Detection Algorithm Based on YOLOV9. IEEE Access Xin Geng, Xiao Han, Xianghong Cao, Yixuan Su, Dongxue Shu
2024	J	`jnl`	500xCompressor: Generalized Prompt Compression for Large Language Models. CoRR Zongqian Li, Yixuan Su, Nigel Collier
2024	J	`jnl`	ALR CoRR Huayang Li, Pat Verga, Priyanka Sen, Bowen Yang, Vijay Viswanathan, Patrick Lewis, Taro Watanabe, Yixuan Su
2024	J	`jnl`	Exploring Dense Retrieval for Dialogue Response Selection. ACM Trans. Inf. Syst. Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Heyan Huang, Xian-Ling Mao
2024	J	`jnl`	Prompt Compression for Large Language Models: A Survey. CoRR Zongqian Li, Yinhong Liu, Yixuan Su, Nigel Collier
2024	J	`jnl`	Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models. CoRR Pat Verga, Sebastian Hofstätter, Sophia Althammer, Yixuan Su, Aleksandra Piktus, Arkady Arkhangorodsky, Minjie Xu, Naomi White, Patrick Lewis
2024	J	`jnl`	StarCoder 2 and The Stack v2: The Next Generation. CoRR Anton Lozhkov, Raymond Li, Loubna Ben Allal, Federico Cassano, Joel Lamy-Poirier, Nouamane Tazi, Ao Tang, Dmytro Pykhtar, Jiawei Liu, Yuxiang Wei, Tianyang Liu, Max Tian, Denis Kocetkov, Arthur Zucker, Younes Belkada, Zijian Wang, Qian Liu, Dmitry Abulkhanov, Indraneil Paul, Zhuang Li, Wen-Ding Li, Megan Risdal, Jia Li, Jian Zhu, Terry Yue Zhuo, Evgenii Zheltonozhskii, Nii Osae Osae Dade, Wenhao Yu, Lucas Krauß, Naman Jain, Yixuan Su, Xuanli He, Manan Dey, Edoardo Abati, Yekun Chai, Niklas Muennighoff, Xiangru Tang, Muhtasham Oblokulov, Christopher Akiki, Marc Marone, Chenghao Mou, Mayank Mishra, Alex Gu, Binyuan Hui, Tri Dao, Armel Zebaze, Olivier Dehaene, Nicolas Patry, Canwen Xu, Julian J. McAuley, Han Hu, Torsten Scholak, Sébastien Paquet, Jennifer Robinson, Carolyn Jane Anderson, Nicolas Chapados, et al.
2024	J	`jnl`	To Code, or Not To Code? Exploring Impact of Code in Pre-training. CoRR Viraat Aryabumi, Yixuan Su, Raymond Ma, Adrien Morisot, Ivan Zhang, Acyr Locatelli, Marzieh Fadaee, Ahmet Üstün, Sara Hooker
2024	—	`conf`	Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence. NAACL (Short Papers) Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2024	J	`jnl`	Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence. CoRR Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2023	J	`jnl`	An extensible multi-block layout warehouse routing optimization model. Eur. J. Oper. Res. Yixuan Su, Xi Zhu, Jinlong Yuan, Kok Lay Teo, Meixia Li, Chunfa Li
2023	A*	`conf`	Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. EMNLP Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
2023	J	`jnl`	Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. CoRR Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
2023	J	`jnl`	COFFEE: A Contrastive Oracle-Free Framework for Event Extraction. CoRR Meiru Zhang, Yixuan Su, Zaiqiao Meng, Zihao Fu, Nigel Collier
2023	J	`jnl`	Contrastive Search Is What You Need For Neural Text Generation. Trans. Mach. Learn. Res. Yixuan Su, Nigel Collier
2023	J	`jnl`	Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions. CoRR Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2023	J	`jnl`	PandaGPT: One Model To Instruction-Follow Them All. CoRR Yixuan Su, Tian Lan, Huayang Li, Jialu Xu, Yan Wang, Deng Cai
2023	C	`conf`	Performance Evaluation and Parameter Identification for Primary Frequency Response Control of Wind Turbine. iSPEC Yixuan Su, Yang Liu, Ziqi Liu, Qingchen Liu, Tenghui Li, Xingwei Xu, Litao Guo, Weidong Li
2023	A*	`conf`	Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. NeurIPS Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
2023	J	`jnl`	Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. CoRR Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
2023	J	`jnl`	Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models. CoRR Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu
2023	A*	`conf`	Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. EMNLP Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai
2023	J	`jnl`	Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. CoRR Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai
2023	J	`jnl`	YOLO-SF: YOLO for Fire Segmentation Detection. IEEE Access Xianghong Cao, Yixuan Su, Xin Geng, Yongdong Wang
2022	A*	`conf`	A Contrastive Framework for Neural Text Generation. NeurIPS Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
2022	J	`jnl`	A Contrastive Framework for Neural Text Generation. CoRR Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
2022	J	`jnl`	A Survey on Retrieval-Augmented Text Generation. CoRR Huayang Li, Yixuan Su, Deng Cai, Yan Wang, Lemao Liu
2022	J	`jnl`	An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation. CoRR Yixuan Su, Jialu Xu
2022	J	`jnl`	Contrastive Search Is What You Need For Neural Text Generation. CoRR Yixuan Su, Nigel Collier
2022	A	`conf`	From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking. CIKM Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou
2022	J	`jnl`	From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking. CoRR Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou
2022	J	`jnl`	Language Models Can See: Plugging Visual Controls in Text Generation. CoRR Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier
2022	A*	`conf`	Measuring and Reducing Model Update Regression in Structured Prediction for NLP. NeurIPS Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
2022	J	`jnl`	Measuring and Reducing Model Update Regression in Structured Prediction for NLP. CoRR Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
2022	J	`jnl`	Momentum Decoding: Open-ended Text Generation As Graph Exploration. CoRR Tian Lan, Yixuan Su, Shu-Hang Liu, Heyan Huang, Xian-Ling Mao
2022	—	`conf`	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. ACL (1) Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
2022	J	`jnl`	Plug-and-Play Recipe Generation with Content Planning. CoRR Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2022	—	`conf`	Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. ACL (1) Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
2022	J	`jnl`	Steiner TSP based on aisle as a unit for order picking. Comput. Ind. Eng. Yixuan Su, Meixia Li, Xi Zhu, Chunfa Li
2022	—	`conf`	TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. NAACL-HLT (Findings) Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier
2021	—	`conf`	Dialogue Response Selection with Hierarchical Curriculum Learning. ACL/IJCNLP (1) Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
2021	J	`jnl`	Exploring Dense Retrieval for Dialogue Response Selection. CoRR Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Xian-Ling Mao, Heyan Huang
2021	—	`conf`	Few-Shot Table-to-Text Generation with Prototype Memory. EMNLP (Findings) Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
2021	J	`jnl`	Few-Shot Table-to-Text Generation with Prototype Memory. CoRR Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
2021	—	`conf`	Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation. ACL/IJCNLP (Findings) Yixuan Su, David Vandyke, Simon Baker, Yan Wang, Nigel Collier
2021	J	`jnl`	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. CoRR Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
2021	A	`conf`	Non-Autoregressive Text Generation with Pre-trained Language Models. EACL Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
2021	J	`jnl`	Non-Autoregressive Text Generation with Pre-trained Language Models. CoRR Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
2021	J	`jnl`	PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. IEEE ACM Trans. Audio Speech Lang. Process. Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier
2021	—	`conf`	Plan-then-Generate: Controlled Data-to-Text Generation via Planning. EMNLP (Findings) Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
2021	J	`jnl`	Plan-then-Generate: Controlled Data-to-Text Generation via Planning. CoRR Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
2021	J	`jnl`	Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. CoRR Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
2021	J	`jnl`	TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. CoRR Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier
2020	J	`jnl`	Dialogue Response Selection with Hierarchical Curriculum Learning. CoRR Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
2020	J	`jnl`	Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. CoRR Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier
2020	J	`jnl`	Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu