Jingcheng Deng

23 papers A* 6B 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Circular Reasoning: Understanding Self-Reinforcing Loops in Large Reasoning Models. CoRR Zenghao Duan, Liang Pang, Zihao Wei, Wenbin Duan, Yuxin Tian, Shicheng Xu, Jingcheng Deng, Zhiyi Yin, Xueqi Cheng
2026	J	`jnl`	Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification. CoRR Zenghao Duan, Zhiyi Yin, Zhichao Shi, Liang Pang, Shaoling Jing, Zihe Huang, Jiayi Wu, Yu Yan, Jingcheng Deng, Huawei Shen, Xueqi Cheng
2026	A*	`conf`	RLKD: Distilling LLMs' Reasoning via Reinforcement Learning. AAAI Shicheng Xu, Liang Pang, Yunchang Zhu, Jia Gu, Zihao Wei, Jingcheng Deng, Feiyang Pan, Huawei Shen, Xueqi Cheng
2025	J	`jnl`	Distilling the Implicit Multi-Branch Structure in LLMs' Reasoning via Reinforcement Learning. CoRR Shicheng Xu, Liang Pang, Yunchang Zhu, Jia Gu, Zihao Wei, Jingcheng Deng, Feiyang Pan, Huawei Shen, Xueqi Cheng
2025	A*	`conf`	Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models. ICLR Jingcheng Deng, Zihao Wei, Liang Pang, Hanxing Ding, Huawei Shen, Xueqi Cheng
2025	A*	`conf`	FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models. EMNLP Hengxing Cai, Jinhan Dong, Jingjun Tan, Jingcheng Deng, Sihang Li, Zhifeng Gao, Haidong Wang, Zicheng Su, Agachai Sumalee, Renxin Zhong
2025	J	`jnl`	FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models. CoRR Hengxing Cai, Jinhan Dong, Jingjun Tan, Jingcheng Deng, Sihang Li, Zhifeng Gao, Haidong Wang, Zicheng Su, Agachai Sumalee, Renxin Zhong
2025	A*	`conf`	Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment. EMNLP Jingcheng Deng, Zhongtao Jiang, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng
2025	J	`jnl`	Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment. CoRR Jingcheng Deng, Zhongtao Jiang, Liang Pang, Liwei Chen, Kun Xu, Zihao Wei, Huawei Shen, Xueqi Cheng
2025	J	`jnl`	Latent Reasoning in LLMs as a Vocabulary-Space Superposition. CoRR Jingcheng Deng, Liang Pang, Zihao Wei, Shicheng Xu, Zenghao Duan, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng
2025	B	`conf`	MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models. COLING Zihao Wei, Jingcheng Deng, Liang Pang, Hanxing Ding, Huawei Shen, Xueqi Cheng
2025	J	`jnl`	SA-GCS: Semantic-Aware Gaussian Curriculum Scheduling for UAV Vision-Language Navigation. CoRR Hengxing Cai, Jinhan Dong, Yijie Rao, Jingcheng Deng, Jingjun Tan, Qien Chen, Haidong Wang, Zhen Wang, Shiyu Huang, Agachai Sumalee, Renxin Zhong
2025	J	`jnl`	Stop Spinning Wheels: Mitigating LLM Overthinking via Mining Patterns for Early Reasoning Exit. CoRR Zihao Wei, Liang Pang, Jiahao Liu, Jingcheng Deng, Shicheng Xu, Zenghao Duan, Jingang Wang, Fei Sun, Xunliang Cai, Huawei Shen, Xueqi Cheng
2024	A*	`conf`	Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images. SIGIR Shicheng Xu, Danyang Hou, Liang Pang, Jingcheng Deng, Jun Xu, Huawei Shen, Xueqi Cheng
2024	J	`jnl`	MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models. CoRR Zihao Wei, Jingcheng Deng, Liang Pang, Hanxing Ding, Huawei Shen, Xueqi Cheng
2024	J	`jnl`	Stable Knowledge Editing in Large Language Models. CoRR Zihao Wei, Liang Pang, Hanxing Ding, Jingcheng Deng, Huawei Shen, Xueqi Cheng
2024	J	`jnl`	UnKE: Unstructured Knowledge Editing in Large Language Models. CoRR Jingcheng Deng, Zihao Wei, Liang Pang, Hanxing Ding, Huawei Shen, Xueqi Cheng
2023	J	`jnl`	AI-Generated Images Introduce Invisible Relevance Bias to Text-Image Retrieval. CoRR Shicheng Xu, Danyang Hou, Liang Pang, Jingcheng Deng, Jun Xu, Huawei Shen, Xueqi Cheng
2023	—	`conf`	RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling. EMNLP (Findings) Jingcheng Deng, Liang Pang, Huawei Shen, Xueqi Cheng
2023	J	`jnl`	RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling. CoRR Jingcheng Deng, Liang Pang, Huawei Shen, Xueqi Cheng
2022	A*	`conf`	IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection. EMNLP Jingcheng Deng, Hengwei Dai, Xuewei Guo, Yuanchen Ju, Wei Peng
2022	J	`jnl`	IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection. CoRR Jingcheng Deng, Hengwei Dai, Xuewei Guo, Yuanchen Ju, Wei Peng
2019	—	`conf`	Research on Multi-objective Grid Fault Recovery Assistant Decision Based on Krill Herd Algorithm. ICITEE Yupei Jia, Mei Xie, Jinxiu Hou, Bo Fu, Jingcheng Deng