PPaperPicks

Yichong Huang

12 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×6AAAI ×2EMNLP ×2ACM MM ×1NeurIPS ×1

Frequent coauthors

Xiaocheng Feng
×11
Bing Qin
×10
Baohang Li
×7
Ting Liu
×5
Wenshuai Huo
×4
Chengpeng Fu
×4
Xiachong Feng
×4
Weitao Ma
×4
Yunfei Lu
×4
Dandan Tu
×4
Hui Wang
×3
Yang Xiang
×3

Papers

  1. Breaking Language Preference in Multilingual RAG via Language-Controllable Retrieval and Language-Agnostic Reasoning
    ACL 2026 ·
    Wenshuai Huo
    ,
    Xiaocheng Feng
    ,
    Baohang Li
    ,
    Chengpeng Fu
    , Yichong Huang,
    Hui Wang
    ,
    Bing Qin
  2. The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance
    AAAI 2026 ·
    Chengpeng Fu
    ,
    Xiaocheng Feng
    , Yichong Huang,
    Wenshuai Huo
    ,
    Baohang Li
    ,
    Yang Xiang
    ,
    Ting Liu
  3. Two-Stage Parameter Alignment for Multi-LoRA Merging in Large Language Models
    ACL 2026 ·
    Zijian Li
    ,
    Xiachong Feng
    ,
    Weitao Ma
    , Yichong Huang,
    Xiaocheng Feng
    ,
    Bing Qin
  4. x1: Learning to Think Adaptively Across Languages and Cultures
    ACL 2026 ·
    Yangfan Ye
    ,
    Xiaocheng Feng
    ,
    Xiachong Feng
    , Yichong Huang,
    Zekun Yuan
    ,
    Lei Huang
    ,
    Weitao Ma
    ,
    Qichen Hong
    ,
    Yunfei Lu
    ,
    Dandan Tu
    ,
    Bing Qin
  5. CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
    ACL 2025 ·
    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
  6. CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
    ACL 2025 ·
    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
  7. Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning
    AAAI 2025 ·
    Wenshuai Huo
    ,
    Xiaocheng Feng
    , Yichong Huang,
    Chengpeng Fu
    ,
    Baohang Li
    ,
    Yangfan Ye
    ,
    Zhirui Zhang
    ,
    Dandan Tu
    ,
    Duyu Tang
    ,
    Yunfei Lu
    ,
    Hui Wang
    ,
    Bing Qin
  8. FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
    EMNLP 2025 ·
    Zijian Li
    ,
    Xiaocheng Feng
    ,
    Huixin Liu
    , Yichong Huang,
    Ting Liu
    ,
    Bing Qin
  9. MCM-DPO: Multifaceted Cross-Modal Direct Preference Optimization for Alt-text Generation
    ACM MM 2025 ·
    Jinlan Fu
    ,
    Shenzhen Huangfu
    ,
    Hao Fei
    , Yichong Huang,
    Xiaoyu Shen
    ,
    Xipeng Qiu
    ,
    See-Kiong Ng
  10. One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit
    ACL 2025 ·
    Weitao Ma
    ,
    Xiyuan Du
    ,
    Xiaocheng Feng
    ,
    Lei Huang
    , Yichong Huang,
    Huiyi Zhang
    ,
    Xiaoliang Yang
    ,
    Baohang Li
    ,
    Xiachong Feng
    ,
    Ting Liu
    ,
    Bing Qin
  11. Aligning Translation-Specific Understanding to General Understanding in Large Language Models
    EMNLP 2024 · Yichong Huang,
    Baohang Li
    ,
    Xiaocheng Feng
    ,
    Wenshuai Huo
    ,
    Chengpeng Fu
    ,
    Ting Liu
    ,
    Bing Qin
  12. Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
    NeurIPS 2024 · Yichong Huang,
    Xiaocheng Feng
    ,
    Baohang Li
    ,
    Yang Xiang
    ,
    Hui Wang
    ,
    Ting Liu
    ,
    Bing Qin