Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression. - Wanhua Li 001; Xiaoke Huang 001; Jiwen Lu; Jianjiang Feng; Jie Zhou 001 (CVPR, 2021)

OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression. - Wanhua Li 001; Xiaoke Huang 001; Zheng Zhu; Yansong Tang; Xiu Li 001; Jie Zhou 001; Jiwen Lu (NeurIPS, 2022)

Efficient Meshy Neural Fields for Animatable Human Avatars. - Xiaoke Huang 001; Yiji Cheng; Yansong Tang; Xiu Li 001; Jie Zhou 001; Jiwen Lu (CoRR, 2023)

Efficient Text-Guided 3D-Aware Portrait Generation with Score Distillation Sampling on Distribution. - Yiji Cheng; Fei Yin; Xiaoke Huang 001; Xintong Yu; Jiaxiang Liu 004; Shikun Feng; Yujiu Yang 001; Yansong Tang (CoRR, 2023)

Segment and Caption Anything. - Xiaoke Huang 001; Jianfeng Wang; Yansong Tang; Zheng Zhang 022; Han Hu 001; Jiwen Lu; Lijuan Wang; Zicheng Liu 001 (CVPR, 2024)

Medical Vision Generalist: Unifying Medical Imaging Tasks in Context. - Sucheng Ren; Xiaoke Huang 001; Xianhang Li; Junfei Xiao; Jieru Mei; Zeyu Wang 008; Alan L. Yuille; Yuyin Zhou (CoRR, 2024)

VoCo-LLaMA: Towards Vision Compression with Large Language Models. - Xubing Ye; Yukang Gan; Xiaoke Huang 001; Yixiao Ge; Ying Shan; Yansong Tang (CoRR, 2024)

Story-Adapter: A Training-free Iterative Framework for Long Story Visualization. - Jiawei Mao; Xiaoke Huang 001; Yunfei Xie; Yuanqi Chang; Mude Hui; Bingjie Xu; Yuyin Zhou (CoRR, 2024)

SD-NeRF: Towards Lifelike Talking Head Animation via Spatially-Adaptive Dual-Driven NeRFs. - Shuai Shen; Wanhua Li 001; Xiaoke Huang 001; Zheng Zhu; Jie Zhou 001; Jiwen Lu (IEEE Trans. Multim., 2024)

VoCo-LLaMA: Towards Vision Compression with Large Language Models. - Xubing Ye; Yukang Gan; Xiaoke Huang 001; Yixiao Ge; Yansong Tang (CVPR, 2025)

DEHand: Deformable Encoding for Photo-Realistic Free-View and Free-Pose Hand Rendering. - Yunzhi Teng; Xiaoke Huang 001; Kejie Li; Xiao-Ping Zhang 002; Yansong Tang (IEEE Trans. Multim., 2025)

m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models. - Xiaoke Huang 001; Juncheng Wu; Hui Liu 033; Xianfeng Tang; Yuyin Zhou (CoRR, 2025)

Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains. - Juncheng Wu; Sheng Liu; Haoqin Tu; Hang Yu; Xiaoke Huang 001; James Y. Zou; Cihang Xie; Yuyin Zhou (CoRR, 2025)

MedVLThinker: Simple Baselines for Multimodal Medical Reasoning. - Xiaoke Huang 001; Juncheng Wu; Hui Liu 033; Xianfeng Tang; Yuyin Zhou (CoRR, 2025)

Where on Earth? A Vision-Language Benchmark for Probing Model Geolocation Skills Across Scales. - Zhaofang Qian; Hardy Chen; Zeyu Wang 008; Li Zhang; Zijun Wang; Xiaoke Huang 001; Hui Liu 033; Xianfeng Tang; Zeyu Zheng; Haoqin Tu; Cihang Xie; Yuyin Zhou (CoRR, 2025)

MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs. - Xiaoke Huang 001; Ningsen Wang; Hui Liu 033; Xianfeng Tang; Yuyin Zhou (CoRR, 2025)

Efficient Text-Guided 3D-Aware Generation With Score Distillation on 3D Distribution. - Yiji Cheng; Fei Yin; Xiaoke Huang 001; Xintong Yu; Jiaxiang Liu 004; Shikun Feng; Yujiu Yang 001; Yansong Tang (IEEE Trans. Circuits Syst. Video Technol., 2025)

TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models. - Zhiheng Liu; Weiming Ren; Haozhe Liu; Zijian Zhou 002; Shoufa Chen; Haonan Qiu; Xiaoke Huang 001; Zhaochong An; Fanny Yang; Aditya Patel; Viktar Atliha; Tony Ng; et al. (CoRR, 2025)

Scaling Zero-Shot Reference-to-Video Generation. - Zijian Zhou 002; Shikun Liu; Haozhe Liu; Haonan Qiu; Zhaochong An; Weiming Ren; Zhiheng Liu; Xiaoke Huang 001; Kam Woh Ng; Tian Xie 003; Xiao Han; Yuren Cong; et al. (CoRR, 2025)

OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory. - Zhaochong An; Menglin Jia; Haonan Qiu; Zijian Zhou 002; Xiaoke Huang 001; Zhiheng Liu; Weiming Ren; Kumara Kahatapitiya; Ding Liu; Sen He 001; Chenyang Zhang; Tao Xiang 002; et al. (CoRR, 2025)

VecGlypher: Unified Vector Glyph Generation with Language Models. - Xiaoke Huang 001; Bhavul Gauri; Kam Woh Ng; Tony Ng; Mengmeng Xu 006; Zhiheng Liu; Weiming Ren; Zhaochong An; Zijian Zhou 002; Haonan Qiu; Yuyin Zhou; Sen He 001; et al. (CoRR, 2026)

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation. - Zhiheng Liu; Weiming Ren; Xiaoke Huang 001; Shoufa Chen; Tianhong Li; Mengzhao Chen; Yatai Ji; Sen He 001; Jonas Schult; Belinda Zeng; Tao Xiang 002; Wenhu Chen; et al. (CoRR, 2026)