Yichong Huang - RankMe

26 papers A* 4Journal 14Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	English is not all you need: Rewarding better translation to inspire multilingual capability in LLMs. Neurocomputing Wenshuai Huo, Xiaocheng Feng, Yichong Huang, Chengpeng Fu, Hui Wang, Bing Qin
2026	J	`jnl`	PERSONA: Dynamic and Compositional Inference-Time Personality Control via Activation Vector Algebra. CoRR Xiachong Feng, Liang Zhao, Weihong Zhong, Yichong Huang, Yuxuan Gu, Lingpeng Kong, Xiaocheng Feng, Bing Qin
2026	J	`jnl`	Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion. CoRR Yexing Du, Youcheng Pan, Zekun Wang, Zheng Chu, Yichong Huang, Kaiyuan Liu, Bo Yang, Yang Xiang, Ming Liu, Bing Qin
2026	A*	`conf`	The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance. AAAI Chengpeng Fu, Xiaocheng Feng, Yichong Huang, Wenshuai Huo, Baohang Li, Yang Xiang, Ting Liu
2025	—	`conf`	CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning. ACL (1) Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
2025	J	`jnl`	CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning. CoRR Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
2025	—	`conf`	CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention. ACL (1) Zekai Ye, Qiming Li, Xiaocheng Feng, Libo Qin, Yichong Huang, Baohang Li, Kui Jiang, Yang Xiang, Zhirui Zhang, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin
2025	J	`jnl`	CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention. CoRR Zekai Ye, Qiming Li, Xiaocheng Feng, Libo Qin, Yichong Huang, Baohang Li, Kui Jiang, Yang Xiang, Zhirui Zhang, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin
2025	A*	`conf`	Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning. AAAI Wenshuai Huo, Xiaocheng Feng, Yichong Huang, Chengpeng Fu, Baohang Li, Yangfan Ye, Zhirui Zhang, Dandan Tu, Duyu Tang, Yunfei Lu, Hui Wang, Bing Qin
2025	J	`jnl`	Enhancing Non-English Capabilities of English-Centric Large Language Models through Deep Supervision Fine-Tuning. CoRR Wenshuai Huo, Xiaocheng Feng, Yichong Huang, Chengpeng Fu, Baohang Li, Yangfan Ye, Zhirui Zhang, Dandan Tu, Duyu Tang, Yunfei Lu, Hui Wang, Bing Qin
2025	—	`conf`	FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging. EMNLP (Findings) Zijian Li, Xiaocheng Feng, Huixin Liu, Yichong Huang, Ting Liu, Bing Qin
2025	J	`jnl`	FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging. CoRR Zijian Li, Xiaocheng Feng, Huixin Liu, Yichong Huang, Ting Liu, Bing Qin
2025	—	`conf`	KG-GNN Enhanced Reasoning for Autism LLM. ICCIP Yu Gan, Rui Ma, Yaodan Yan, Yilin Wang, Qinxuan Cen, Tongxin Liu, Yichong Huang
2025	J	`jnl`	MCM-DPO: Multifaceted Cross-Modal Direct Preference Optimization for Alt-text Generation. CoRR Jinlan Fu, Shenzhen Huangfu, Hao Fei, Yichong Huang, Xiaoyu Shen, Xipeng Qiu, See-Kiong Ng
2025	—	`conf`	One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit. ACL (1) Weitao Ma, Xiyuan Du, Xiaocheng Feng, Lei Huang, Yichong Huang, Huiyi Zhang, Xiaoliang Yang, Baohang Li, Xiachong Feng, Ting Liu, Bing Qin
2025	J	`jnl`	One for All: Update Parameterized Knowledge Across Multiple Models. CoRR Weitao Ma, Xiyuan Du, Xiaocheng Feng, Lei Huang, Yichong Huang, Huiyi Zhang, Xiaoliang Yang, Baohang Li, Xiachong Feng, Ting Liu, Bing Qin
2024	A*	`conf`	Aligning Translation-Specific Understanding to General Understanding in Large Language Models. EMNLP Yichong Huang, Baohang Li, Xiaocheng Feng, Wenshuai Huo, Chengpeng Fu, Ting Liu, Bing Qin
2024	J	`jnl`	Aligning Translation-Specific Understanding to General Understanding in Large Language Models. CoRR Yichong Huang, Xiaocheng Feng, Baohang Li, Chengpeng Fu, Wenshuai Huo, Ting Liu, Bing Qin
2024	J	`jnl`	Enabling Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration. CoRR Yichong Huang, Xiaocheng Feng, Baohang Li, Yang Xiang, Hui Wang, Bing Qin, Ting Liu
2024	A*	`conf`	Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration. NeurIPS Yichong Huang, Xiaocheng Feng, Baohang Li, Yang Xiang, Hui Wang, Ting Liu, Bing Qin
2024	J	`jnl`	Ensuring Consistency for In-Image Translation. CoRR Chengpeng Fu, Xiaocheng Feng, Yichong Huang, Wenshuai Huo, Baohang Li, Zhirui Zhang, Yunfei Lu, Dandan Tu, Duyu Tang, Hui Wang, Bing Qin, Ting Liu
2024	—	`conf`	Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation. LREC/COLING Wenshuai Huo, Xiaocheng Feng, Yichong Huang, Chengpeng Fu, Hui Wang, Bing Qin
2024	J	`jnl`	Relay Decoding: Concatenating Large Language Models for Machine Translation. CoRR Chengpeng Fu, Xiaocheng Feng, Yichong Huang, Wenshuai Huo, Baohang Li, Hui Wang, Bing Qin, Ting Liu
2024	—	`conf`	SCIR-MT's Submission for WMT24 General Machine Translation Task. WMT Baohang Li, Zekai Ye, Yichong Huang, Xiaocheng Feng, Bing Qin
2024	J	`jnl`	XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability and Culture Adaptability in LLMs via Mutual Cross-lingual Feed-forward Transplantation. CoRR Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Libo Qin, Yichong Huang, Lei Huang, Weitao Ma, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
2023	—	`conf`	Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations. EMNLP (Findings) Chengpeng Fu, Xiaocheng Feng, Yichong Huang, Wenshuai Huo, Hui Wang, Bing Qin, Ting Liu