Mengdi Li - RankMe

39 papers A* 3A 2Journal 25Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation. EMNLP (Findings) Tong Li, Shu Yang, Junchao Wu, Jiyao Wei, Lijie Hu, Mengdi Li, Derek F. Wong, Joshua R. Oltmanns, Di Wang
2025	J	`jnl`	Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation. CoRR Tong Li, Shu Yang, Junchao Wu, Jiyao Wei, Lijie Hu, Mengdi Li, Derek F. Wong, Joshua R. Oltmanns, Di Wang
2025	J	`jnl`	Curriculum-RLAIF: Curriculum Alignment with Reinforcement Learning from AI Feedback. CoRR Mengdi Li, Jiaye Lin, Xufeng Zhao, Wenhao Lu, Peilin Zhao, Stefan Wermter, Di Wang
2025	—	`conf`	Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements. ACL (Findings) Shu Yang, Shenzhe Zhu, Zeyu Wu, Keyu Wang, Junchi Yao, Junchao Wu, Lijie Hu, Mengdi Li, Derek F. Wong, Di Wang
2025	J	`jnl`	Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements. CoRR Shu Yang, Shenzhe Zhu, Zeyu Wu, Keyu Wang, Junchi Yao, Junchao Wu, Lijie Hu, Mengdi Li, Derek F. Wong, Di Wang
2025	J	`jnl`	Infinite Sampling: Efficient and Stable Grouped RL Training for Large Language Models. CoRR Liangyu Wang, Huanyi Xie, Xinhai Wang, Tianjin Huang, Mengdi Li, Di Wang
2025	J	`jnl`	PersRM-R1: Enhance Personalized Reward Modeling with Reinforcement Learning. CoRR Mengdi Li, Guanqiao Chen, Xufeng Zhao, Haochen Wen, Shu Yang, Di Wang
2025	J	`jnl`	Towards User-level Private Reinforcement Learning with Human Feedback. CoRR Jiaming Zhang, Mingxi Lei, Meng Ding, Mengdi Li, Zihang Xiang, Difei Xu, Jinhui Xu, Di Wang
2025	—	`conf`	Understanding the Repeat Curse in Large Language Models from a Feature Perspective. ACL (Findings) Junchi Yao, Shu Yang, Jianhua Xu, Lijie Hu, Mengdi Li, Di Wang
2025	J	`jnl`	Understanding the Repeat Curse in Large Language Models from a Feature Perspective. CoRR Junchi Yao, Shu Yang, Jianhua Xu, Lijie Hu, Mengdi Li, Di Wang
2024	J	`jnl`	A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning. CoRR Lijie Hu, Liang Liu, Shu Yang, Xin Chen, Hongru Xiao, Mengdi Li, Pan Zhou, Muhammad Asif Ali, Di Wang
2024	—	`conf`	Causal State Distillation for Explainable Reinforcement Learning. CLeaR Wenhao Lu, Xufeng Zhao, Thilo Fryen, Jae Hee Lee, Mengdi Li, Sven Magg, Stefan Wermter
2024	J	`jnl`	Causal State Distillation for Explainable Reinforcement Learning. CoRR Wenhao Lu, Xufeng Zhao, Thilo Fryen, Jae Hee Lee, Mengdi Li, Sven Magg, Stefan Wermter
2024	J	`jnl`	Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs. CoRR Shu Yang, Jiayuan Su, Han Jiang, Mengdi Li, Keyuan Cheng, Muhammad Asif Ali, Lijie Hu, Di Wang
2024	—	`conf`	Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic. LREC/COLING Xufeng Zhao, Mengdi Li, Wenhao Lu, Cornelius Weber, Jae Hee Lee, Kun Chu, Stefan Wermter
2024	—	`conf`	Large Language Models for Orchestrating Bimanual Robots. Humanoids Kun Chu, Xufeng Zhao, Cornelius Weber, Mengdi Li, Wenhao Lu, Stefan Wermter
2024	J	`jnl`	Large Language Models for Orchestrating Bimanual Robots. CoRR Kun Chu, Xufeng Zhao, Cornelius Weber, Mengdi Li, Wenhao Lu, Stefan Wermter
2024	J	`jnl`	Understanding Reasoning in Chain-of-Thought from the Hopfieldian View. CoRR Lijie Hu, Liang Liu, Shu Yang, Xin Chen, Zhen Tan, Muhammad Asif Ali, Mengdi Li, Di Wang
2024	J	`jnl`	What makes your model a low-empathy or warmth person: Exploring the Origins of Personality in LLMs. CoRR Shu Yang, Shenzhe Zhu, Ruoxuan Bao, Liang Liu, Yu Cheng, Lijie Hu, Mengdi Li, Di Wang
2023	—	`conf`	A Closer Look at Reward Decomposition for High-Level Robotic Explanations. ICDL Wenhao Lu, Xufeng Zhao, Sven Magg, Martin Gromniak, Mengdi Li, Stefan Wermter
2023	J	`jnl`	Accelerating Reinforcement Learning of Robotic Manipulations via Feedback from Large Language Models. CoRR Kun Chu, Xufeng Zhao, Cornelius Weber, Mengdi Li, Stefan Wermter
2023	A	`conf`	Chat with the Environment: Interactive Multimodal Perception Using Large Language Models. IROS Xufeng Zhao, Mengdi Li, Cornelius Weber, Muhammad Burhan Hafez, Stefan Wermter
2023	J	`jnl`	Chat with the Environment: Interactive Multimodal Perception using Large Language Models. CoRR Xufeng Zhao, Mengdi Li, Cornelius Weber, Muhammad Burhan Hafez, Stefan Wermter
2023	J	`jnl`	Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic. CoRR Xufeng Zhao, Mengdi Li, Wenhao Lu, Cornelius Weber, Jae Hee Lee, Kun Chu, Stefan Wermter
2023	A*	`conf`	Internally Rewarded Reinforcement Learning. ICML Mengdi Li, Xufeng Zhao, Jae Hee Lee, Cornelius Weber, Stefan Wermter
2023	J	`jnl`	Internally Rewarded Reinforcement Learning. CoRR Mengdi Li, Xufeng Zhao, Jae Hee Lee, Cornelius Weber, Stefan Wermter
2023	A*	`conf`	Visually Grounded Commonsense Knowledge Acquisition. AAAI Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
2022	—	`conf`	Learning Visually Grounded Human-Robot Dialog in a Hybrid Neural Architecture. ICANN (2) Xiaowen Sun, Cornelius Weber, Matthias Kerzel, Tom Weber, Mengdi Li, Stefan Wermter
2022	J	`jnl`	Spatial relation learning in complementary scenarios with deep neural networks. Frontiers Neurorobotics Jae Hee Lee, Yuan Yao, Ozan Özdemir, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter
2022	J	`jnl`	Visually Grounded Commonsense Knowledge Acquisition. CoRR Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Haitao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
2021	A	`conf`	Robotic Occlusion Reasoning for Efficient Object Existence Prediction. IROS Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zheni Zeng, Zhiyuan Liu, Stefan Wermter
2021	J	`jnl`	Robotic Occlusion Reasoning for Efficient Object Existence Prediction. CoRR Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zheni Zeng, Zhiyuan Liu, Stefan Wermter
2021	A*	`conf`	Visual Distant Supervision for Scene Graph Generation. ICCV Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun
2021	J	`jnl`	Visual Distant Supervision for Scene Graph Generation. CoRR Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun
2020	J	`jnl`	Modern imaging techniques in plant nutrition analysis: A review. Comput. Electron. Agric. Daoliang Li, Cheng Li, Yuan Yao, Mengdi Li, Licheng Liu
2020	—	`conf`	Neural Networks for Detecting Irrelevant Questions During Visual Question Answering. ICANN (2) Mengdi Li, Cornelius Weber, Stefan Wermter
2019	J	`jnl`	A novel natural language steganographic framework based on image description neural network. J. Vis. Commun. Image Represent. Juan Wen, Xuejing Zhou, Mengdi Li, Ping Zhong, Yiming Xue
2019	J	`jnl`	Generating steganographic image description by dynamic synonym substitution. Signal Process. Mengdi Li, Kai Mu, Ping Zhong, Juan Wen, Yiming Xue
2019	J	`jnl`	Image Steganalysis in High-Dimensional Feature Spaces with Proximal Support Vector Machine. Int. J. Digit. Crime Forensics Ping Zhong, Mengdi Li, Kai Mu, Juan Wen, Yiming Xue