Zhenguo Li

60 papers at tracked venues · 49 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×17 NeurIPS ×10 CVPR ×8 ACL ×5 ECCV ×4 EMNLP ×3 ICCV ×3 ICML ×3 AAAI ×2 NAACL ×2 WACV ×2 ACM MM ×1

Frequent coauthors

Lanqing Hong

×18

Kai Chen

×11

Han Shi

×11

Enze Xie

×10

James T. Kwok

×9

Jiacheng Sun

×8

Dit-Yan Yeung

×8

Zhengying Liu

×8

Jiahui Gao

×7

Xiaodan Liang

×7

Xin Jiang

×6

Lingpeng Kong

×6

Papers

Empowering Sparse-Input Neural Radiance Fields with Dual-Level Semantic Guidance from Dense Novel Views
AAAI 2026 ·
Yingji Zhong
,
Kaichen Zhou
,
Zhihao Li
,
Lanqing Hong
, Zhenguo Li,
Dan Xu
MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes
WACV 2026 ·
Ruiyuan Gao
,
Kai Chen
,
Zhihao Li
,
Lanqing Hong
, Zhenguo Li,
Qiang Xu
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
ICLR 2025 ·
Yao Teng
,
Han Shi
,
Xian Liu
,
Xuefei Ning
,
Guohao Dai
,
Yu Wang
, Zhenguo Li,
Xihui Liu
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching
ICCV 2025 ·
Yihong Luo
,
Tianyang Hu
,
Yifan Song
,
Jiacheng Sun
, Zhenguo Li,
Jing Tang
Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases
WACV 2025 ·
Kai Chen
,
Yanze Li
,
Wenhua Zhang
,
Yanxin Liu
,
Pengxiang Li
,
Ruiyuan Gao
,
Lanqing Hong
,
Meng Tian
,
Xinhai Zhao
, Zhenguo Li,
Dit-Yan Yeung
,
Huchuan Lu
,
Xu Jia
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning
ICLR 2025 ·
Jiacheng Ye
,
Jiahui Gao
,
Shansan Gong
,
Lin Zheng
,
Xin Jiang
, Zhenguo Li,
Lingpeng Kong
CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search
ICLR 2025 ·
Xiao-Wen Yang
,
Zhi Zhou
,
Haiming Wang
,
Aoxue Li
,
Wen-Da Wei
,
Hui Jin
, Zhenguo Li,
Yu-Feng Li
Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning
EMNLP 2025 ·
Yunhao Gou
,
Hansi Yang
,
Zhili Liu
,
Kai Chen
,
Yihan Zeng
,
Lanqing Hong
, Zhenguo Li,
Qun Liu
,
Bo Han
,
James Kwok
,
Yu Zhang
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
ACL 2025 ·
Chuanyang Zheng
,
Yihang Gao
,
Han Shi
,
Jing Xiong
,
Jiankai Sun
,
Jingyao Li
,
Minbin Huang
,
Xiaozhe Ren
,
Michael Ng
,
Xin Jiang
, Zhenguo Li,
Yu Li
EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
CVPR 2025 ·
Kai Chen
,
Yunhao Gou
,
Runhui Huang
,
Zhili Liu
,
Daxin Tan
,
Jing Xu
,
Chunwei Wang
,
Yi Zhu
,
Yihan Zeng
,
Kuo Yang
,
Dingdong Wang
,
Kun Xiang
,
Haoyuan Li
,
Haoli Bai
,
Jianhua Han
,
Xiaohui Li
,
Weike Jin
,
Nian Xie
,
Yu Zhang
,
James T. Kwok
,
Hengshuang Zhao
,
Xiaodan Liang
,
Dit-Yan Yeung
,
Xiao Chen
, Zhenguo Li,
Wei Zhang
,
Qun Liu
,
Lanqing Hong
,
Lu Hou
,
Hang Xu
FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
NeurIPS 2025 ·
Jin Wang
,
Yao Lai
,
Aoxue Li
,
Shifeng Zhang
,
Jiacheng Sun
,
Ning Kang
,
Chengyue Wu
, Zhenguo Li,
Ping Luo
Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration
ICLR 2025 ·
Qintong Li
,
Jiahui Gao
,
Sheng Wang
,
Renjie Pi
,
Xueliang Zhao
,
Chuan Wu
,
Xin Jiang
, Zhenguo Li,
Lingpeng Kong
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
ICLR 2025 ·
Jiahui Gao
,
Renjie Pi
,
Jipeng Zhang
,
Jiacheng Ye
,
Wanjun Zhong
,
Yufei Wang
,
Lanqing Hong
,
Jianhua Han
,
Hang Xu
, Zhenguo Li,
Lingpeng Kong
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data
NAACL 2025 ·
Haonan Wang
,
Minbin Huang
,
Runhui Huang
,
Lanqing Hong
,
Hang Xu
,
Tianyang Hu
,
Xiaodan Liang
, Zhenguo Li,
Hong Cheng
,
Kenji Kawaguchi
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
ACL 2025 ·
Yixin Ou
,
Yunzhi Yao
,
Ningyu Zhang
,
Hui Jin
,
Jiacheng Sun
,
Shumin Deng
, Zhenguo Li,
Huajun Chen
How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs
ACL 2025 ·
Guhao Feng
,
Kai Yang
,
Yuntian Gu
,
Xinyue Ai
,
Shengjie Luo
,
Jiacheng Sun
,
Di He
, Zhenguo Li,
Liwei Wang
Implicit Search via Discrete Diffusion: A Study on Chess
ICLR 2025 ·
Jiacheng Ye
,
Zhenyu Wu
,
Jiahui Gao
,
Zhiyong Wu
,
Xin Jiang
, Zhenguo Li,
Lingpeng Kong
Improved Diffusion-based Generative Model with Better Adversarial Robustness
ICLR 2025 ·
Zekun Wang
,
Mingyang Yi
,
Shuchen Xue
, Zhenguo Li,
Ming Liu
,
Bing Qin
,
Zhiming Ma
Jailbreaking as a Reward Misspecification Problem
ICLR 2025 ·
Zhihui Xie
,
Jiahui Gao
,
Lei Li
, Zhenguo Li,
Qi Liu
,
Lingpeng Kong
LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
ICCV 2025 ·
Jiahao Wang
,
Ning Kang
,
Lewei Yao
,
Mengzhao Chen
,
Chengyue Wu
,
Songyang Zhang
,
Shuchen Xue
,
Yong Liu
,
Taiqiang Wu
,
Xihui Liu
,
Kaipeng Zhang
,
Shifeng Zhang
,
Wenqi Shao
, Zhenguo Li,
Ping Luo
MESH - Understanding Videos Like Human: Measuring Hallucinations in Large Video Models
ACM MM 2025 ·
Garry Yang
,
Zizhe Chen
,
Man Hon Wong
,
Haoyu Lei
,
Yongqiang Chen
, Zhenguo Li,
Kaiwen Zhou
,
James Cheng
MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control
ICCV 2025 ·
Ruiyuan Gao
,
Kai Chen
,
Bo Xiao
,
Lanqing Hong
, Zhenguo Li,
Qiang Xu
Masked Diffusion Models as Energy Minimization
NeurIPS 2025 ·
Sitong Chen
,
Shen Nie
,
Jiacheng Sun
,
Zijin Feng
, Zhenguo Li,
Ji-Rong Wen
,
Chongxuan Li
Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment
ACL 2025 ·
Zhili Liu
,
Yunhao Gou
,
Kai Chen
,
Lanqing Hong
,
Jiahui Gao
,
Fei Mi
,
Yu Zhang
, Zhenguo Li,
Xin Jiang
,
Qun Liu
,
James T. Kwok
Multi-Objective One-Shot Pruning for Large Language Models
NeurIPS 2025 ·
Weiyu Chen
,
Hansi Yang
,
Yunhao Gou
,
Han Shi
,
Enliang Hu
, Zhenguo Li,
James Kwok
ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis
ICML 2025 ·
Haoxiong Liu
,
Jiacheng Sun
, Zhenguo Li,
Andrew C. Yao
Self-Adjust Softmax
EMNLP 2025 ·
Chuanyang Zheng
,
Yihang Gao
,
Guoxuan Chen
,
Han Shi
,
Jing Xiong
,
Xiaozhe Ren
,
Chao Huang
, Zhenguo Li,
Yu Li
SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator
ICML 2025 ·
Guoxuan Chen
,
Han Shi
,
Jiawei Li
,
Yihang Gao
,
Xiaozhe Ren
,
Yimeng Chen
,
Xin Jiang
, Zhenguo Li,
Weiyang Liu
,
Chao Huang
Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
NeurIPS 2025 ·
Yao Teng
,
Fuyun Wang
,
Xian Liu
,
Zhekai Chen
,
Han Shi
,
Yu Wang
, Zhenguo Li,
Weiyang Liu
,
Difan Zou
,
Xihui Liu
SplatMesh: Interactive 3D Segmentation and Editing Using Mesh-Based Gaussian Splatting
CVPR 2025 ·
Kaichen Zhou
,
Lanqing Hong
,
Xinhai Chang
,
Yingji Zhong
,
Enze Xie
,
Hao Dong
,
Zhihao Li
,
Yongxin Yang
, Zhenguo Li,
Wei Zhang
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
CVPR 2025 ·
Kaiyue Sun
,
Kaiyi Huang
,
Xian Liu
,
Yue Wu
,
Zihan Xu
, Zhenguo Li,
Xihui Liu
Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism
EMNLP 2025 ·
Zhiwei Wang
,
Yunji Wang
,
Zhongwang Zhang
,
Zhangchen Zhou
,
Hui Jin
,
Tianyang Hu
,
Jiacheng Sun
, Zhenguo Li,
Yaoyu Zhang
,
Zhi-Qin John Xu
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
ICLR 2025 ·
Jingyang Ou
,
Shen Nie
,
Kaiwen Xue
,
Fengqi Zhu
,
Jiacheng Sun
, Zhenguo Li,
Chongxuan Li
ATG: Benchmarking Automated Theorem Generation for Generative Language Models
NAACL 2024 ·
Xiaohan Lin
,
Qingxing Cao
,
Yinya Huang
,
Zhicheng Yang
,
Zhengying Liu
, Zhenguo Li,
Xiaodan Liang
Accelerating Diffusion Sampling with Optimized Time Steps
CVPR 2024 ·
Shuchen Xue
,
Zhaoqiang Liu
,
Fei Chen
,
Shifeng Zhang
,
Tianyang Hu
,
Enze Xie
, Zhenguo Li
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs
CVPR 2024 ·
Yingji Zhong
,
Lanqing Hong
, Zhenguo Li,
Dan Xu
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
NeurIPS 2024 ·
Chuanyang Zheng
,
Yihang Gao
,
Han Shi
,
Minbin Huang
,
Jingyao Li
,
Jing Xiong
,
Xiaozhe Ren
,
Michael K. Ng
,
Xin Jiang
, Zhenguo Li,
Yu Li
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
AAAI 2024 ·
Tianqi Wang
,
Sukmin Kim
,
Wenxuan Ji
,
Enze Xie
,
Chongjian Ge
,
Junsong Chen
, Zhenguo Li,
Ping Luo
DetCLIPv3: Towards Versatile Generative Open-Vocabulary Object Detection
CVPR 2024 ·
Lewei Yao
,
Renjie Pi
,
Jianhua Han
,
Xiaodan Liang
,
Hang Xu
,
Wei Zhang
, Zhenguo Li,
Dan Xu
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception
CVPR 2024 ·
Yibo Wang
,
Ruiyuan Gao
,
Kai Chen
,
Kaiqiang Zhou
,
Yingjie Cai
,
Lanqing Hong
, Zhenguo Li,
Lihui Jiang
,
Dit-Yan Yeung
,
Qiang Xu
,
Kai Zhang
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models
NeurIPS 2024 ·
Jiacheng Ye
,
Shansan Gong
,
Liheng Chen
,
Lin Zheng
,
Jiahui Gao
,
Han Shi
,
Chuan Wu
,
Xin Jiang
, Zhenguo Li,
Wei Bi
,
Lingpeng Kong
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
NeurIPS 2024 ·
Kaican Li
,
Weiyan Xie
,
Yongxiang Huang
,
Didan Deng
,
Lanqing Hong
, Zhenguo Li,
Ricardo Silva
,
Nevin L. Zhang
Enhancing the Power of OOD Detection via Sample-Aware Model Selection
CVPR 2024 ·
Feng Xue
,
Zi He
,
Yuan Zhang
,
Chuanlong Xie
, Zhenguo Li,
Falong Tan
Eyes Closed, Safety on: Protecting Multimodal LLMs via Image-to-Text Transformation
ECCV 2024 ·
Yunhao Gou
,
Kai Chen
,
Zhili Liu
,
Lanqing Hong
,
Hang Xu
, Zhenguo Li,
Dit-Yan Yeung
,
James T. Kwok
,
Yu Zhang
Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation
ECCV 2024 ·
Shentong Mo
,
Enze Xie
,
Yue Wu
,
Junsong Chen
,
Matthias Nießner
, Zhenguo Li
Forward-Backward Reasoning in Large Language Models for Mathematical Verification
ACL 2024 ·
Weisen Jiang
,
Han Shi
,
Longhui Yu
,
Zhengying Liu
,
Yu Zhang
, Zhenguo Li,
James T. Kwok
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
ICLR 2024 ·
Kai Chen
,
Chunwei Wang
,
Kuo Yang
,
Jianhua Han
,
Lanqing Hong
,
Fei Mi
,
Hang Xu
,
Zhengying Liu
,
Wenyong Huang
, Zhenguo Li,
Dit-Yan Yeung
,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
NeurIPS 2024 ·
Zhenyu Wang
,
Aoxue Li
, Zhenguo Li,
Xihui Liu
GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation
ICLR 2024 ·
Kai Chen
,
Enze Xie
,
Zhe Chen
,
Yibo Wang
,
Lanqing Hong
, Zhenguo Li,
Dit-Yan Yeung
Implicit Concept Removal of Diffusion Models
ECCV 2024 ·
Zhili Liu
,
Kai Chen
,
Yifan Zhang
,
Jianhua Han
,
Lanqing Hong
,
Hang Xu
, Zhenguo Li,
Dit-Yan Yeung
,
James T. Kwok
LEGO-Prover: Neural Theorem Proving with Growing Libraries
ICLR 2024 ·
Haiming Wang
,
Huajian Xin
,
Chuanyang Zheng
,
Zhengying Liu
,
Qingxing Cao
,
Yinya Huang
,
Jing Xiong
,
Han Shi
,
Enze Xie
,
Jian Yin
, Zhenguo Li,
Xiaodan Liang
Large Language Models as Automated Aligners for benchmarking Vision-Language Models
ICLR 2024 ·
Yuanfeng Ji
,
Chongjian Ge
,
Weikai Kong
,
Enze Xie
,
Zhengying Liu
, Zhenguo Li,
Ping Luo
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data
ICLR 2024 ·
Yinya Huang
,
Xiaohan Lin
,
Zhengying Liu
,
Qingxing Cao
,
Huajian Xin
,
Haiming Wang
, Zhenguo Li,
Linqi Song
,
Xiaodan Liang
MagicDrive: Street View Generation with Diverse 3D Geometry Control
ICLR 2024 ·
Ruiyuan Gao
,
Kai Chen
,
Enze Xie
,
Lanqing Hong
, Zhenguo Li,
Dit-Yan Yeung
,
Qiang Xu
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
ICLR 2024 ·
Longhui Yu
,
Weisen Jiang
,
Han Shi
,
Jincheng Yu
,
Zhengying Liu
,
Yu Zhang
,
James T. Kwok
, Zhenguo Li,
Adrian Weller
,
Weiyang Liu
PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
ECCV 2024 ·
Junsong Chen
,
Chongjian Ge
,
Enze Xie
,
Yue Wu
,
Lewei Yao
,
Xiaozhe Ren
,
Zhongdao Wang
,
Ping Luo
,
Huchuan Lu
, Zhenguo Li
PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
ICLR 2024 ·
Junsong Chen
,
Jincheng Yu
,
Chongjian Ge
,
Lewei Yao
,
Enze Xie
,
Zhongdao Wang
,
James T. Kwok
,
Ping Luo
,
Huchuan Lu
, Zhenguo Li
Proving Theorems Recursively
NeurIPS 2024 ·
Haiming Wang
,
Huajian Xin
,
Zhengying Liu
,
Wenda Li
,
Yinya Huang
,
Jianqiao Lu
,
Zhicheng Yang
,
Jing Tang
,
Jian Yin
, Zhenguo Li,
Xiaodan Liang
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling
ICML 2024 ·
Jiajun Ma
,
Shuchen Xue
,
Tianyang Hu
,
Wenjia Wang
,
Zhaoqiang Liu
, Zhenguo Li,
Zhi-Ming Ma
,
Kenji Kawaguchi
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
NeurIPS 2024 ·
Mingyang Yi
,
Aoxue Li
,
Yi Xin
, Zhenguo Li