ZM
Zhanyu Ma
cs.CVcs.LGcs.AIstat.MLcs.CLcs.SDeess.ASeess.IVAlgorithmsNeural Networks, Computer
On Valency
published · living versionsW_njafcqd3·v1 · currentpublished
VibeVideoBench: Evaluating Multimodal Agents on Code-Driven Video Generation
with Muxi Diao, Wenbin Xu, Lele Yang, Xuyang Ma +19
1 version
W_rndr7uwc·v1published
Preprints & journals
172 papers in the corpus · 2011–2026Visual Jev Rewards: Reference-Bound Verification for Multi-Subject Image Generation2610.09328v1 · Baoteng Li, Wenzhuo Wu, Kongming Liang et al.2026 · 0 citationsarXiv
ManiVid: Unified and Explainable Forensic Analysis of Manipulated Videos2609.30934v1 · Hengrui Kang, Zhonghao Yan, Yuxuan Yang et al.2026 · 0 citationsarXiv
VOR-Bench: A Human Perception-Driven Benchmark for Video Object Removal2609.16878v1 · Haonan Huang, Tianrui Qiu, Xianghao Zang et al.2026 · 0 citationsarXiv
FlashNormal: Detailed Surface Normal Estimation from Flash and No-Flash Images2608.25360v1 · Ruiyang Chen, Feiran Li, Heng Guo et al.2026 · 0 citationsarXiv
ConFusion: Continuous Fusion Space Learning for Fine-Grained Controllable Infrared and Visible Image Fusion2607.23600v1 · Guo Yurong, He Yufei, Li Yonghao et al.2026 · 0 citationsarXiv
FlexiGrad: Adaptive Gradient Modulation for Hierarchical Fine-Grained Classification2607.17563v2 · Zilu Zhou, Dongliang Chang, Junhan Chen et al.2026 · 0 citationsarXiv
VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation2607.13527v1 · Songyu Xu, Xin Wang, Qiang Chen et al.2026 · 0 citationsarXiv
MMBench-Live: A Continuously Evolving Benchmark for Multimodal Models2607.01813v1 · Yuanzhi Liu, Shousheng Zhao, Bo Zhou et al.2026 · 0 citationsarXiv
Benchmarking Semantic Segmentation Models via Appearance and Geometry Attribute Editing.41838508 · Yin, Zijin, Li, Bing, Liang, Kongming et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):8661-8677
AuRA: Internalizing Audio Understanding into LLMs as LoRA2606.11033v1 · Bo Cheng, Lei Shi, Zhanyu Ma et al.2026 · 0 citationsarXiv
DuplexOmni: Real-Time Listening, Seeing, Thinking, and Speaking for Full-Duplex Interaction2606.09186v1 · Muye Huang, Lingling Zhang, Xingyu Yu et al.2026 · 0 citationsarXiv
OFGS: On-the-Fly Feed-Forward 3D Gaussian Splatting from Unposed Images2606.03254v2 · Ruiyang Chen, Feiran Li, Chu Zhou et al.2026 · 0 citationsarXiv
Curriculum Group Policy Optimization: Adaptive Sampling for Unleashing the Potential of Text-to-Image Generation2605.17807v1 · Baoteng Li, Xianghao Zang, Xinran Wang et al.2026 · 0 citationsarXiv
Reversing the Flow: Generation-to-Understanding Synergy in Large Multimodal Models2605.15792v1 · Yujun Tong, Dongliang Chang, Zijin Yin et al.2026 · 0 citationsarXiv
PolarVLM: Bridging the Semantic-Physical Gap in Vision-Language Models2605.07574v2 · Yuliang Li, Chu Zhou, Heng Guo et al.2026 · 0 citationsarXiv
DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents2605.01789v1 · Qisong Zhang, Wenzhuo Wu, Zhuangzhuang Jia et al.2026 · 0 citationsarXiv
NRGS: Neural Regularization for Robust 3D Semantic Gaussian Splatting2604.22439v1 · Zaiyan Yang, Xinpeng Liu, Heng Guo et al.2026 · 0 citationsarXiv
IncreFA: Breaking the Static Wall of Generative Model Attribution2604.17736v2 · Haotian Qin, Dongliang Chang, Yueying Gao et al.2026 · 0 citationsarXiv
NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results2604.10634v2 · Xin Li, Yeying Jin, Suhang Yao et al.2026 · 0 citationsarXiv
High-Resolution Single-Shot Polarimetric Imaging Made Easy2604.05581v1 · Shuangfan Zhou, Chu Zhou, Heng Guo et al.2026 · 0 citationsarXiv
DetailVerifyBench: A Benchmark for Dense Hallucination Localization in Long Image Captions2604.05623v1 · Xinran Wang, Yuxuan Zhang, Xiao Zhang et al.2026 · 0 citationsarXiv
Recolour What Matters: Region-Aware Colour Editing via Token-Level Diffusion2603.18466v1 · Yuqi Yang, Dongliang Chang, Yijia Ling et al.2026 · 0 citationsarXiv
PolGS++: Physically-Guided Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction2603.10801v1 · Yufei Han, Chu Zhou, Youwei Lyu et al.2026 · 0 citationsarXiv
Seeing as Experts Do: A Knowledge-Augmented Agent for Open-Set Fine-Grained Visual Understanding2603.03762v1 · Junhan Chen, Zilu Zhou, Yujun Tong et al.2026 · 0 citationsarXiv
Generative Visual Chain-of-Thought for Image Editing2603.01893v2 · Zijin Yin, Tiankai Hang, Yiji Cheng et al.2026 · 0 citationsarXiv
EvalMVX: A Unified Benchmarking for Neural 3D Reconstruction under Diverse Multiview Setups2602.24065v2 · Zaiyan Yang, Jieji Ren, Xiangyi Wang et al.2026 · 0 citationsarXiv
Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images2602.19424v3 · Yuxuan Yang, Zhonghao Yan, Yi Zhang et al.2026 · 0 citationsarXiv
Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers2602.08388v1 · Shuo Zhang, Wenzhuo Wu, Huayu Zhang et al.2026 · 0 citationsarXiv
State Rank Dynamics in Linear Attention LLMs2602.02195v1 · Ao Sun, Hongtao Zhang, Heng Zhou et al.2026 · 1 citationarXiv
LTS-VoiceAgent: A Listen-Think-Speak Framework for Efficient Streaming Voice Interaction via Semantic Triggering and Incremental Reasoning2601.19952v1 · Wenhao Zou, Yuwei Miao, Zhanyu Ma et al.2026 · 0 citationsarXiv
Near-Light Color Photometric Stereo for Mono-Chromatic Non-Lambertian Surfaces2601.12666v2 · Zonglin Li, Jieji Ren, Shuangfan Zhou et al.2026 · 0 citationsarXiv
UserLM-R1: Modeling Human Reasoning in User Language Models with Multi-Reward Reinforcement Learning2601.09215v1 · Feng Zhang, Shijia Li, Chunmao Zhang et al.2026 · 0 citationsarXiv
Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models2601.09260v1 · Yan Liu, Feng Zhang, Zhanyu Ma et al.2026 · 0 citationsarXiv
Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering2601.08427v2 · Nonghai Zhang, Weitao Ma, Zhanyu Ma et al.2026 · 0 citationsarXiv
Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management2601.08435v1 · Weitao Ma, Xiaocheng Feng, Lei Huang et al.2026 · 0 citationsarXiv
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting2601.02151v1 · Muxi Diao, Lele Yang, Wuxuan Gong et al.2026 · 0 citationsarXiv
BARE: Towards Bias-Aware and Reasoning-Enhanced One-Tower Visual Grounding2601.01526v1 · Hongbing Li, Linhui Xiao, Zihan Zhao et al.2026 · 0 citationsarXiv
FourierSR: A Fourier Token-Based Plugin for Efficient Image Super-Resolution.41538349 · Li, Wenjie, Guo, Heng, Hou, Yuefeng et al.2026 · 15 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:732-742
Toward Generalizable Forgery Detection and Reasoning.41886323 · Gao, Yueying, Chang, Dongliang, Yu, Bingyao et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:3395-3410
Measurement-Constrained Sampling for Text-Prompted Blind Face Restoration2511.14213v1 · Wenjie Li, Yulun Zhang, Guangwei Gao et al.2025 · 0 citationsarXiv
Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance2511.12419v2 · Wenjie Li, Jinglei Shi, Jin Han et al.2025 · 3 citationsarXiv
VoiceAgentEval: A Dual-Dimensional Benchmark for Expert-Level Intelligent Voice-Agent Evaluation of Xbench's Professional-Aligned Series2510.21244v2 · Pengyu Xu, Shijia Li, Ao Sun et al.2025 · 0 citationsarXiv
Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration2510.12114v1 · Wenjie Li, Xiangyi Wang, Heng Guo et al.2025 · 1 citationarXiv
AutoRed: A Free-form Adversarial Prompt Generation Framework for Automated Red Teaming2510.08329v1 · Muxi Diao, Yutao Mou, Keqing He et al.2025 · 0 citationsarXiv
PolGS: Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction2509.19726v1 · Yufei Han, Bowen Tie, Heng Guo et al.2025 · 2 citationsarXiv
Controllable-Continuous Color Editing in Diffusion Model via Color Mapping2509.13756v1 · Yuqi Yang, Dongliang Chang, Yuanchen Fang et al.2025 · 0 citationsarXiv
SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation2508.17316v2 · Zhenyu Jin, Wenjie Li, Zhanyu Ma et al.2025 · 0 citationsarXiv
MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision2508.08177v3 · Zhonghao Yan, Muxi Diao, Yuxuan Yang et al.2025 · 1 citationarXiv
PolarAnything: Diffusion-based Polarimetric Image Synthesis2507.17268v2 · Kailong Zhang, Youwei Lyu, Heng Guo et al.2025 · 4 citationsarXiv
FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models2507.02714v1 · Yuxuan Wang, Tianwei Cao, Huayu Zhang et al.2025 · 1 citationarXiv
Career total: 395 works. 172 are in this corpus.Showing the 50 most recent.
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