Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search. - Minbin Huang; Zhijian Huang; Changlin Li; Xin Chen 032; Hang Xu 004; Zhenguo Li; Xiaodan Liang (CVPR, 2022)

Boosting Visual-Language Models by Exploiting Hard Samples. - Haonan Wang; Minbin Huang; Runhui Huang; Lanqing Hong; Hang Xu 004; Tianyang Hu; Xiaodan Liang; Zhenguo Li (CoRR, 2023)

DAPE: Data-Adaptive Positional Encoding for Length Extrapolation. - Chuanyang Zheng; Yihang Gao; Han Shi; Minbin Huang; Jingyao Li; Jing Xiong; Xiaozhe Ren; Michael K. Ng 001; Xin Jiang; Zhenguo Li; Yu Li (NeurIPS, 2024)

DialogGen: Multi-modal Interactive Dialogue System for Multi-turn Text-to-Image Generation. - Minbin Huang; Yanxin Long; Xinchi Deng; Ruihang Chu; Jiangfeng Xiong; Xiaodan Liang; Hong Cheng 001; Qinglin Lu; Wei Liu 005 (CoRR, 2024)

TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation. - Junhao Cheng; Baiqiao Yin; Kaixin Cai; Minbin Huang; Hanhui Li; Yuxin He; Xi Lu; Yue Li; Yifei Li; Yuhao Cheng; Yiqiang Yan; Xiaodan Liang (CoRR, 2024)

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding. - Zhimin Li; Jianwei Zhang; Qin Lin; Jiangfeng Xiong; Yanxin Long; Xinchi Deng; Yingfang Zhang; Xingchao Liu; Minbin Huang; Zedong Xiao; Dayou Chen; Jiajun He; et al. (CoRR, 2024)

CAPE: Context-Adaptive Positional Encoding for Length Extrapolation. - Chuanyang Zheng; Yihang Gao; Han Shi; Minbin Huang; Jingyao Li; Jing Xiong; Xiaozhe Ren; Michael K. Ng 001; Xin Jiang; Zhenguo Li; Yu Li (CoRR, 2024)

Efficient Multi-modal Large Language Models via Visual Token Grouping. - Minbin Huang; Runhui Huang; Han Shi; Yimeng Chen; Chuanyang Zheng; Xiangguo Sun; Xin Jiang; Zhenguo Li; Hong Cheng 001 (CoRR, 2024)

DAPE V2: Process Attention Score as Feature Map for Length Extrapolation. - Chuanyang Zheng; Yihang Gao; Han Shi; Jing Xiong; Jiankai Sun; Jingyao Li; Minbin Huang; Xiaozhe Ren; Michael Ng 001; Xin Jiang; Zhenguo Li; Yu Li (ACL (1), 2025)

DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation. - Minbin Huang; Yanxin Long; Xinchi Deng; Ruihang Chu; Jiangfeng Xiong; Xiaodan Liang; Hong Cheng 001; Qinglin Lu; Wei Liu 005 (NAACL (Findings), 2025)

Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data. - Haonan Wang; Minbin Huang; Runhui Huang; Lanqing Hong; Hang Xu 004; Tianyang Hu; Xiaodan Liang; Zhenguo Li; Hong Cheng 001; Kenji Kawaguchi (NAACL (Long Papers), 2025)