Yangyi Chen - RankMe

73 papers A* 18A 2B 1Journal 39Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation. CoRR Zhuolin Yang, Zihan Liu, Yang Chen, Wenliang Dai, Boxin Wang, Sheng-Chieh Lin, Chankyu Lee, Yangyi Chen, Dongfu Jiang, Jiafan He, Renjie Pi, Grace Lam, Nayeon Lee, Alexander Bukharin, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
2026	J	`jnl`	Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training. Trans. Mach. Learn. Res. Yangyi Chen, Hao Peng, Tong Zhang, Heng Ji
2025	J	`jnl`	Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models. CoRR Boxin Wang, Chankyu Lee, Nayeon Lee, Sheng-Chieh Lin, Wenliang Dai, Yang Chen, Yangyi Chen, Zhuolin Yang, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
2025	J	`jnl`	OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech Synthesis. CoRR Run Luo, Ting-En Lin, Haonan Zhang, Yuchuan Wu, Xiong Liu, Min Yang, Yongbin Li, Longze Chen, Jiaming Li, Lei Zhang, Yangyi Chen, Hamid Alinejad-Rokny, Fei Huang
2025	J	`jnl`	Perception-Aware Policy Optimization for Multimodal Reasoning. CoRR Zhenhailong Wang, Xuehang Guo, Sofia Stoica, Haiyang Xu, Hongru Wang, Hyeonjeong Ha, Xiusi Chen, Yangyi Chen, Ming Yan, Fei Huang, Heng Ji
2025	J	`jnl`	Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training. CoRR Yangyi Chen, Hao Peng, Tong Zhang, Heng Ji
2025	J	`jnl`	Scaling Laws for Predicting Downstream Performance in LLMs. Trans. Mach. Learn. Res. Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji
2025	A*	`conf`	SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering. ICML Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji
2025	J	`jnl`	SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering. CoRR Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji
2024	J	`jnl`	A Single Transformer for Scalable Vision-Language Modeling. CoRR Yangyi Chen, Xingyao Wang, Hao Peng, Heng Ji
2024	J	`jnl`	A Single Transformer for Scalable Vision-Language Modeling. Trans. Mach. Learn. Res. Yangyi Chen, Xingyao Wang, Hao Peng, Heng Ji
2024	A*	`conf`	CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets. ICLR Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi Fung, Hao Peng, Heng Ji
2024	A*	`conf`	DRESS : Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback. CVPR Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran
2024	A*	`conf`	Executable Code Actions Elicit Better LLM Agents. ICML Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji
2024	J	`jnl`	Executable Code Actions Elicit Better LLM Agents. CoRR Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji
2024	A*	`conf`	MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback. ICLR Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji
2024	A*	`conf`	MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System. ACM Multimedia Ansel Blume, Khanh Duy Nguyen, Zhenhailong Wang, Yangyi Chen, Michal Shlapentokh-Rothman, Xiaomeng Jin, Jeonghwan Kim, Zhen Zhu, Jiateng Liu, Kuan-Hao Huang, Mankeerat Sidhu, Xuanming Zhang, Vivian Liu, Raunak Sinha, Te-Lin Wu, Abhay Zala, Elias Stengel-Eskin, Da Yin, Yao Xiao, Utkarsh Mall, Zhou Yu, Kai-Wei Chang, Camille Cobb, Karrie Karahalios, Lydia B. Chilton, Mohit Bansal, Nanyun Peng, Carl Vondrick, Derek Hoiem, Heng Ji
2024	—	`conf`	Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. NAACL-HLT Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran
2024	—	`conf`	R-Tuning: Instructing Large Language Models to Say 'I Don't Know'. NAACL-HLT Hanning Zhang, Shizhe Diao, Yong Lin, Yi R. Fung, Qing Lian, Xingyao Wang, Yangyi Chen, Heng Ji, Tong Zhang
2024	A*	`conf`	SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales. EMNLP Tianyang Xu, Shujin Wu, Shizhe Diao, Xiaoze Liu, Xingyao Wang, Yangyi Chen, Jing Gao
2024	J	`jnl`	SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales. CoRR Tianyang Xu, Shujin Wu, Shizhe Diao, Xiaoze Liu, Xingyao Wang, Yangyi Chen, Jing Gao
2024	J	`jnl`	Scaling Laws for Predicting Downstream Performance in LLMs. CoRR Yangyi Chen, Binxuan Huang, Yifan Gao, Zhengyang Wang, Jingfeng Yang, Heng Ji
2023	—	`conf`	A Close Look into the Calibration of Pre-trained Language Models. ACL (1) Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji
2023	A*	`conf`	Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT. EMNLP Biru Zhu, Lifan Yuan, Ganqu Cui, Yangyi Chen, Chong Fu, Bingxiang He, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu
2023	—	`conf`	Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework. ACL (Findings) Lifan Yuan, Yichi Zhang, Yangyi Chen, Wei Wei
2023	J	`jnl`	CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets. CoRR Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi R. Fung, Hao Peng, Heng Ji
2023	J	`jnl`	DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback. CoRR Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran
2023	—	`conf`	From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. ACL (Findings) Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji
2023	J	`jnl`	From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. CoRR Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji
2023	J	`jnl`	MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback. CoRR Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji
2023	—	`conf`	Making Pre-trained Language Models both Task-solvers and Self-calibrators. ACL (Findings) Yangyi Chen, Xingyao Wang, Heng Ji
2023	J	`jnl`	Making Pre-trained Language Models both Task-solvers and Self-calibrators. CoRR Yangyi Chen, Xingyao Wang, Heng Ji
2023	J	`jnl`	Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. CoRR Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran
2023	J	`jnl`	Prudent Silence or Foolish Babble? Examining Large Language Models' Responses to the Unknown. CoRR Genglin Liu, Xingyao Wang, Lifan Yuan, Yangyi Chen, Hao Peng
2023	J	`jnl`	R-Tuning: Teaching Large Language Models to Refuse Unknown Questions. CoRR Hanning Zhang, Shizhe Diao, Yong Lin, Yi R. Fung, Qing Lian, Xingyao Wang, Yangyi Chen, Heng Ji, Tong Zhang
2023	J	`jnl`	Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training. Trans. Assoc. Comput. Linguistics Biru Zhu, Ganqu Cui, Yangyi Chen, Yujia Qin, Lifan Yuan, Chong Fu, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu
2023	J	`jnl`	Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations. CoRR Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun
2023	A*	`conf`	Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations. NeurIPS Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun
2023	A*	`conf`	ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. EMNLP Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji
2023	J	`jnl`	ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. CoRR Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji
2022	J	`jnl`	A Close Look into the Calibration of Pre-trained Language Models. CoRR Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji
2022	A*	`conf`	A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks. NeurIPS Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks. CoRR Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun
2022	—	`conf`	Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. NAACL-HLT (Findings) Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu
2022	J	`jnl`	Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. CoRR Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu
2022	A*	`conf`	Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models. NeurIPS Biru Zhu, Yujia Qin, Ganqu Cui, Yangyi Chen, Weilin Zhao, Chong Fu, Yangdong Deng, Zhiyuan Liu, Jingang Wang, Wei Wu, Maosong Sun, Ming Gu
2022	A*	`conf`	Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. EMNLP Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun
2022	A*	`conf`	Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. EMNLP Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun
2022	J	`jnl`	Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. CoRR Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	Automatic Construction of Sememe Knowledge Bases via Dictionaries. ACL/IJCNLP (Findings) Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun
2021	J	`jnl`	Automatic Construction of Sememe Knowledge Bases via Dictionaries. CoRR Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun
2021	J	`jnl`	Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework. CoRR Lifan Yuan, Yichi Zhang, Yangyi Chen, Wei Wei
2021	—	`conf`	Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. ACL/IJCNLP (1) Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun
2021	J	`jnl`	Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. CoRR Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun
2021	—	`conf`	Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. EMNLP (1) Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun
2021	J	`jnl`	Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer. CoRR Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	Multi-granularity Textual Adversarial Attack with Behavior Cloning. EMNLP (1) Yangyi Chen, Jin Su, Wei Wei
2021	J	`jnl`	Multi-granularity Textual Adversarial Attack with Behavior Cloning. CoRR Yangyi Chen, Jin Su, Wei Wei
2021	—	`conf`	ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. EMNLP (1) Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	QoE-Fairness Tradeoff Scheme for Dynamic Spectrum Allocation Based on Deep Reinforcement Learning. CSAE Le Tong, Yangyi Chen, Xin Zhou, Yifu Sun
2021	J	`jnl`	Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. CoRR Yangyi Chen, Fanchao Qi, Zhiyuan Liu, Maosong Sun
2020	J	`jnl`	ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. CoRR Fanchao Qi, Yangyi Chen, Mukai Li, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	A Policy for Optimizing Sub-Band Selection Sequences in Wideband Spectrum Sensing. Sensors Yangyi Chen, Shaojing Su, Junyu Wei
2019	B	`conf`	Evaluation of NUMA-Aware Scheduling in Warehouse-Scale Clusters. CLOUD Richard Wu, Xiao Zhang, Xiangling Kong, Yangyi Chen, Rohit Jnagal, Robert Hagmann
2019	J	`jnl`	Optimized Non-Cooperative Spectrum Sensing Algorithm in Cognitive Wireless Sensor Networks. Sensors Yangyi Chen, Shaojing Su, Huiwen Yin, Xiaojun Guo, Zhen Zuo, Junyu Wei, Liyin Zhang
2016	J	`jnl`	Closing the loop: Network and in-host monitoring tandem for comprehensive cloud security visibility. IBM J. Res. Dev. Stefan Berger, Yangyi Chen, Xin Hu, Dimitrios E. Pendarakis, Josyula R. Rao, Reiner Sailer, Douglas Lee Schales, Marc Ph. Stoecklin
2015	A	`conf`	Elite: Automatic Orchestration of Elastic Detection Services to Secure Cloud Hosting. RAID Yangyi Chen, Vincent Bindschaedler, Xiaofeng Wang, Stefan Berger, Dimitrios E. Pendarakis
2015	A*	`conf`	Perplexed Messengers from the Cloud: Automated Security Analysis of Push-Messaging Integrations. CCS Yangyi Chen, Tongxin Li, Xiaofeng Wang, Kai Chen, Xinhui Han
2014	J	`jnl`	Thwarting Wi-Fi Side-Channel Analysis through Traffic Demultiplexing. IEEE Trans. Wirel. Commun. Fan Zhang, Wenbo He, Yangyi Chen, Zhou Li, Xiaofeng Wang, Shuo Chen, Xue Liu
2013	A*	`conf`	InteGuard: Toward Automatic Protection of Third-Party Web Service Integrations. NDSS Luyi Xing, Yangyi Chen, Xiaofeng Wang, Shuo Chen
2012	A*	`conf`	Large-Scale Privacy-Preserving Mapping of Human Genomic Sequences on Hybrid Clouds. NDSS Yangyi Chen, Bo Peng, Xiaofeng Wang, Haixu Tang
2011	A*	`conf`	Sedic: privacy-aware data intensive computing on hybrid clouds. CCS Kehuan Zhang, Xiao-yong Zhou, Yangyi Chen, Xiaofeng Wang, Yaoping Ruan
2011	A	`conf`	To Release or Not to Release: Evaluating Information Leaks in Aggregate Human-Genome Data. ESORICS Xiao-yong Zhou, Bo Peng, Yong Fuga Li, Yangyi Chen, Haixu Tang, Xiaofeng Wang