IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task. - Cheng Yang 007; Siheng Li; Chufan Shi; Yujiu Yang (WMT, 2022)

Community Tour: An Expandable Knowledge Exploration System for Urban Migrant Children. - Bo Shui; Hanyu Guo; Haoyang Li; Chufan Shi; Xiaomei Nie (IDC, 2023)

Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning. - Hengyuan Zhang; Dawei Li 008; Yanran Li; Chenming Shang; Chufan Shi; Yong Jiang (BEA@ACL, 2023)

Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. - Chufan Shi; Yixuan Su; Cheng Yang 002; Yujiu Yang; Deng Cai 002 (EMNLP, 2023)

Metro Re-illustrated: Incremental Generation of Stylized Paintings Using Neural Networks. - Bo Shui; Chufan Shi; Xiaomei Nie (SIGGRAPH Posters, 2023)

HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing. - Jing Chen; Xinyu Zhu; Cheng Yang 007; Chufan Shi; Yadong Xi; Yuxiang Zhang; Junjie Wang 011; Jiashu Pu; Tian Feng 001; Yujiu Yang; Rongsheng Zhang (EMNLP (Findings), 2024)

A Thorough Examination of Decoding Methods in the Era of LLMs. - Chufan Shi; Haoran Yang; Deng Cai 002; Zhisong Zhang; Yifan Wang; Yujiu Yang; Wai Lam (EMNLP, 2024)

ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models. - Yuxiang Zhang; Jing Chen; Junjie Wang 011; Yaxin Liu; Cheng Yang 007; Chufan Shi; Xinyu Zhu; Zihao Lin; Hanwen Wan; Yujiu Yang; Tetsuya Sakai; Tian Feng 001; et al. (EMNLP, 2024)

ContextVis: Envision Contextual Learning and Interaction with Generative Models. - Bo Shui; Chufan Shi; Yujiu Yang; Xiaomei Nie (HCI (59), 2024)

Hint-Enhanced In-Context Learning Wakes Large Language Models Up For Knowledge-Intensive Tasks. - Yifan Wang; Qingyan Guo; Xinzhe Ni; Chufan Shi; Lemao Liu; Haiyun Jiang; Yujiu Yang (ICASSP, 2024)

InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions. - Yifan Wang; Yafei Liu; Chufan Shi; Haoling Li; Chen Chen 015; Haonan Lu; Yujiu Yang (NAACL-HLT, 2024)

Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast. - Chufan Shi; Cheng Yang 002; Xinyu Zhu; Jiahao Wang; Taiqiang Wu; Siheng Li; Deng Cai 002; Yujiu Yang; Yu Meng 001 (NeurIPS, 2024)

LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes. - Chufan Shi; Deng Cai 002; Yujiu Yang (CoRR, 2024)

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability. - Zicheng Lin; Tian Liang; Jiahao Xu; Xing Wang; Ruilin Luo; Chufan Shi; Siheng Li; Yujiu Yang; Zhaopeng Tu (CoRR, 2024)

LLM2: Let Large Language Models Harness System 2 Reasoning. - Cheng Yang 002; Chufan Shi; Siheng Li; Bo Shui; Yujiu Yang; Wai Lam (CoRR, 2024)

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation. - Cheng Yang 002; Chufan Shi; Yaxin Liu; Bo Shui; Junjie Wang 011; Mohan Jing; Linran Xu; Xinyu Zhu; Siheng Li; Yuxiang Zhang; Gongye Liu; Xiaomei Nie; et al. (ICLR, 2025)

LLM2: Let Large Language Models Harness System 2 Reasoning. - Cheng Yang 007; Chufan Shi; Siheng Li; Bo Shui; Yujiu Yang; Wai Lam (NAACL (Short Papers), 2025)

A Survey on the Honesty of Large Language Models. - Siheng Li; Cheng Yang 002; Taiqiang Wu; Chufan Shi; Yuji Zhang 002; Xinyu Zhu; Zesen Cheng; Deng Cai 002; Mo Yu; Lemao Liu; Jie Zhou 016; Yujiu Yang; et al. (Trans. Mach. Learn. Res., 2025)

HaLoRA: Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture. - Taiqiang Wu; Chenchen Ding; Wenyong Zhou; Yuxin Cheng; Xincheng Feng; Shuqi Wang; Chufan Shi; Zhengwu Liu; Ngai Wong 001 (CoRR, 2025)