Liangyu Huo - RankMe

28 papers A* 6Misc 3Journal 18Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks. AAAI Jiannan Guan, Qiguang Chen, Libo Qin, Dengyun Peng, Jinhao Liu, Liangyu Huo, Jian Xie, Wanxiang Che
2026	J	`jnl`	FIRE: A Comprehensive Benchmark for Financial Intelligence and Reasoning Evaluation. CoRR Xiyuan Zhang, Huihang Wu, Jiayu Guo, Zhenlin Zhang, Yiwei Zhang, Liangyu Huo, Xiaoxiao Ma, Jiansong Wan, Xuewei Jiao, Yi Jing, Jian Xie
2026	J	`jnl`	MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus. CoRR Yexing Du, Kaiyuan Liu, Bihe Zhang, Youcheng Pan, Bo Yang, Liangyu Huo, Xiyuan Zhang, Jian Xie, Daojing He, Yang Xiang, Ming Liu, Bing Qin
2026	A*	`conf`	MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs. AAAI Wenxuan Liu, Liangyu Huo, Yi Jing, Xiyuan Zhang, Jian Xie
2026	J	`jnl`	MirrorLA: Reflecting Feature Map for Vision Linear Attention. CoRR Weikang Meng, Liangyu Huo, Yadan Luo, Yaowei Wang, Yingjian Li, Zheng Zhang
2026	J	`jnl`	STILL: Selecting Tokens for Intra-Layer Hybrid Attention to Linearize LLMs. CoRR Weikang Meng, Liangyu Huo, Yadan Luo, Jiawen Guan, Jingyi Zhang, Yingjian Li, Zheng Zhang
2025	J	`jnl`	Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks. CoRR Jiannan Guan, Qiguang Chen, Libo Qin, Dengyun Peng, Jinhao Liu, Liangyu Huo, Jian Xie, Wanxiang Che
2025	—	`conf`	Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF. NAACL (Findings) Yuyan Bu, Liangyu Huo, Yi Jing, Qing Yang
2025	J	`jnl`	NaLaFormer: Norm-Aware Linear Attention for Transformer Models. CoRR Weikang Meng, Yadan Luo, Liangyu Huo, Yaowei Wang, Xin Li, Zheng Zhang
2024	A*	`conf`	How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers. NeurIPS Xin Lu, Yanyan Zhao, Bing Qin, Liangyu Huo, Qing Yang, Dongliang Xu
2024	A*	`conf`	MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability. NeurIPS Yanrui Du, Sendong Zhao, Danyang Zhao, Ming Ma, Yuhan Chen, Liangyu Huo, Qing Yang, Dongliang Xu, Bing Qin
2024	J	`jnl`	MoGU: A Framework for Enhancing Safety of Open-Sourced LLMs While Preserving Their Usability. CoRR Yanrui Du, Sendong Zhao, Danyang Zhao, Ming Ma, Yuhan Chen, Liangyu Huo, Qing Yang, Dongliang Xu, Bing Qin
2023	J	`jnl`	A Task-Agnostic Regularizer for Diverse Subpolicy Discovery in Hierarchical Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Syst. Liangyu Huo, Zulin Wang, Mai Xu, Yuhang Song
2023	A*	`conf`	Learning Noise-Induced Reward Functions for Surpassing Demonstrations in Imitation Learning. AAAI Liangyu Huo, Zulin Wang, Mai Xu
2022	J	`jnl`	Satellite-Assisted UAV Trajectory Control in Hostile Jamming Environments. IEEE Trans. Veh. Technol. Chen Han, Aijun Liu, Kang An, Haichao Wang, Gan Zheng, Symeon Chatzinotas, Liangyu Huo, Xinhai Tong
2022	A*	`conf`	TVFormer: Trajectory-guided Visual Quality Assessment on 360° Images with Transformers. ACM Multimedia Li Yang, Mai Xu, Tie Liu, Liangyu Huo, Xinbo Gao
2021	J	`jnl`	Distributed Resource Management Framework for IoS Against Malicious Jamming. IEEE Trans. Commun. Chen Han, Aijun Liu, Liangyu Huo, Haichao Wang, Xiaohu Liang, Xinhai Tong
2021	J	`jnl`	Simulation of English part-of-speech recognition based on machine learning prediction algorithm. J. Intell. Fuzzy Syst. Lanlan Pan, Liangyu Huo, Zhengya Li
2020	J	`jnl`	A Meta-Learning Framework for Learning Multi-User Preferences in QoE Optimization of DASH. IEEE Trans. Circuits Syst. Video Technol. Liangyu Huo, Zulin Wang, Mai Xu, Yong Li, Zhiguo Ding, Hao Wang
2020	J	`jnl`	A Prediction-Based Resource Matching Scheme for Rentable LEO Satellite Communication Network. IEEE Commun. Lett. Chen Han, Aijun Liu, Liangyu Huo, Haichao Wang, Xiaohu Liang
2020	Misc	`conf`	Anti-Jamming Routing For Internet of Satellites: a Reinforcement Learning Approach. ICASSP Chen Han, Aijun Liu, Liangyu Huo, Haichao Wang, Xiaohu Liang
2020	J	`jnl`	Dynamic Anti-Jamming Coalition for Satellite-Enabled Army IoT: A Distributed Game Approach. IEEE Internet Things J. Chen Han, Aijun Liu, Haichao Wang, Liangyu Huo, Xiaohu Liang
2020	Misc	`conf`	Learning Diverse Sub-Policies via a Task-Agnostic Regularization on Action Distributions. ICASSP Liangyu Huo, Zulin Wang, Mai Xu, Yuhang Song
2020	J	`jnl`	Spatial Anti-Jamming Scheme for Internet of Satellites Based on the Deep Reinforcement Learning and Stackelberg Game. IEEE Trans. Veh. Technol. Chen Han, Liangyu Huo, Xinhai Tong, Haichao Wang, Xian Liu
2019	Misc	`conf`	Optimizing QoE of Multiple Users over DASH: A Meta-learning Approach. ICASSP Liangyu Huo, Zulin Wang, Mai Xu, Zhiguo Ding, Xiaoming Tao
2019	J	`jnl`	Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. IEEE Trans. Pattern Anal. Mach. Intell. Mai Xu, Yuhang Song, Jianyi Wang, Minglang Qiao, Liangyu Huo, Zulin Wang
2017	J	`jnl`	Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning. CoRR Yuhang Song, Mai Xu, Songyang Zhang, Liangyu Huo
2017	J	`jnl`	Modeling Attention in Panoramic Video: A Deep Reinforcement Learning Approach. CoRR Yuhang Song, Mai Xu, Minglang Qiao, Jianyi Wang, Liangyu Huo, Zulin Wang