YS
Yifei Shen
cs.LGcs.CVcs.AIeess.SPcs.ITmath.ITcs.CLeess.IVstat.MLcs.SE
On Valency
published · living versionsW_sgts2h6a·v1 · currentpublished
JustGoal: With Only a Goal, the AI Baseline Is Above the Expert Kernels
with Yaojian Chen, Dazhi Peng, Zhui Zhu, Leshan Li +11
1 version
Preprints & journals
60 papers in the corpus · 2018–2026ForgeTrain: Forging Production-Grade Training Frameworks via Harness-Driven AI Development2609.13645v1 · Qingfeng He, Zhui Zhu, Shangzhan Li et al.2026 · 0 citationsarXiv
ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and Agentic Search2609.13356v2 · Jiyan He, Guang Liang, Hao Liu et al.2026 · 0 citationsarXiv
Beyond Text Conditioning: A Systematic Study of MLLM-DiT Fusion for Video Generation2608.14043v1 · Yanbo Ding, Yijia Fan, Caihua Shan et al.2026 · 0 citationsarXiv
Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model2607.24904v1 · Senqiao Yang, Kaichen Zhang, Zhaoyang Jia et al.2026 · 0 citationsarXiv
Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing2607.19064v2 · Xinjie Zhang, Peng Zhang, Shicheng Zheng et al.2026 · 0 citationsarXiv
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe2607.03451v1 · Yifei Shen, Bo Li, Xinjie Zhang2026 · 0 citationsarXiv
LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence2605.25979v1 · Xiang An, Yin Xie, Feilong Tang et al.2026 · 0 citationsarXiv
Mitigating algorithmic unfairness arising from forgetfulness of medical records in clinical artificial intelligence.42082492 · Chen, Yixuan, Thakur, Anshul, Soltan, Andrew A S et al.2026 · 0 citationsNature communications. 2026;17(1)
SortedRL: Accelerating RL Training for LLMs through Online Length-Aware Scheduling2603.23414v1 · Yiqi Zhang, Huiqiang Jiang, Xufang Luo et al.2026 · 0 citationsarXiv
UniG2U-Bench: Do Unified Models Advance Multimodal Understanding?2603.03241v1 · Zimo Wen, Boxiu Li, Wanbo Zhang et al.2026 · 0 citationsarXiv
OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence2602.08683v3 · Feilong Tang, Xiang An, Yunyao Yan et al.2026 · 0 citationsarXiv
OLion: Approaching the Hadamard Ideal by Intersecting Spectral and Implicit Biases2602.01105v2 · Zixiao Wang, Yifei Shen, Huishuai Zhang2026 · 0 citationsarXiv
VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL2510.02282v3 · Kyoungjun Park, Yifan Yang, Juheon Yi et al.2025 · 0 citationsarXiv
Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective2509.22613v2 · Siwei Wang, Yifei Shen, Haoran Sun et al.2025 · 1 citationarXiv
TRAIL: Transferable Robust Adversarial Images via Latent diffusion2505.16166v1 · Yuhao Xue, Zhifei Zhang, Xinyang Jiang et al.2025 · 0 citationsarXiv
What Makes a Good Diffusion Planner for Decision Making?2503.00535v1 · Haofei Lu, Dongqi Han, Yifei Shen et al.2025 · 1 citationarXiv
Habitizing Diffusion Planning for Efficient and Effective Decision Making2502.06401v1 · Haofei Lu, Yifei Shen, Dongsheng Li et al.2025 · 0 citationsarXiv
Omni-DNA: A Unified Genomic Foundation Model for Cross-Modal and Multi-Task Learning2502.03499v1 · Zehui Li, Vallijah Subasri, Yifei Shen et al.2025 · 2 citationsarXiv
When Do LLMs Help With Node Classification? A Comprehensive Analysis2502.00829v2 · Xixi Wu, Yifei Shen, Fangzhou Ge et al.2025 · 0 citationsarXiv
Toward Relative Positional Encoding in Spiking Transformers2501.16745v3 · Changze Lv, Yansen Wang, Dongqi Han et al.2025 · 2 citationsarXiv
Large Multi-modal Models Can Interpret Features in Large Multi-modal Models2411.14982v2 · Kaichen Zhang, Yifei Shen, Bo Li et al.2024 · 3 citationsarXiv
Hierarchically Recognizing Vector Graphics and A New Chart-Based Vector Graphics Dataset.38669166 · Dou, Shuguang, Jiang, Xinyang, Liu, Lu et al.2024 · 8 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):7556-7573
Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs2410.12609v2 · Kai Wang, Siqiang Luo, Caihua Shan et al.2024 · 3 citationsarXiv
Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path2408.09529v2 · Xinnan Dai, Qihao Wen, Yifei Shen et al.2024 · 0 citationsarXiv
Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning2407.01491v1 · Siwei Li, Yifan Yang, Yifei Shen et al.2024 · 0 citationsarXiv
Can Graph Learning Improve Planning in LLM-based Agents?2405.19119v3 · Xixi Wu, Yifei Shen, Caihua Shan et al.2024 · 12 citationsarXiv
ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models2405.09220v3 · Siwei Wang, Yifei Shen, Shi Feng et al.2024 · 1 citationarXiv
Compression-Realized Deep Structural Network for Video Quality Enhancement2405.06342v4 · Hanchi Sun, Xiaohong Liu, Xinyang Jiang et al.2024 · 1 citationarXiv
CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation2404.19394v1 · Weiquan Huang, Yifei Shen, Yifan Yang2024 · 4 citationsarXiv
Understanding and Improving Training-free Loss-based Diffusion Guidance2403.12404v2 · Yifei Shen, Xinyang Jiang, Yezhen Wang et al.2024 · 8 citationsarXiv
Learning Domain Invariant Prompt for Vision-Language Models.38335087 · Zhao, Cairong, Wang, Yubin, Jiang, Xinyang et al.2024 · 64 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;33:1348-1360
Toward Open-ended Embodied Tasks Solving2312.05822v1 · William Wei Wang, Dongqi Han, Xufang Luo et al.2023 · 0 citationsarXiv
Resurrecting Label Propagation for Graphs with Heterophily and Label Noise2310.16560v2 · Yao Cheng, Caihua Shan, Yifei Shen et al.2023 · 10 citationsarXiv
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation2308.00906v1 · Yasheng Sun, Yifan Yang, Houwen Peng et al.2023 · 13 citationsarXiv
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence2307.02779v3 · Yifei Shen, Jiawei Shao, Xinjie Zhang et al.2023 · 167 citationsarXiv
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models2306.00714v1 · Ruibin Li, Qihua Zhou, Song Guo et al.2023 · 3 citationsarXiv
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation2211.15939v2 · Wentao Yu, Yifei Shen, Hengtao He et al.2022 · 118 citationsarXiv
Sparse Mixture-of-Experts are Domain Generalizable Learners2206.04046v6 · Bo Li, Yifei Shen, Jingkang Yang et al.2022 · 23 citationsarXiv
Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks2205.04944v3 · Wentao Yu, Yifei Shen, Hengtao He et al.2022 · 35 citationsarXiv
Graph Neural Networks for Wireless Communications: From Theory to Practice2203.10800v2 · Yifei Shen, Jun Zhang, S.H. Song et al.2022 · 233 citationsarXiv
Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets2203.04810v2 · Yu Shi, Shuxin Zheng, Guolin Ke et al.2022 · 20 citationsarXiv
An Empirical Study of Graphormer on Large-Scale Molecular Modeling Datasets2203.06123v2 · Yu Shi, Shuxin Zheng, Guolin Ke et al.2022 · 0 citationsarXiv
Neural Piecewise-Constant Delay Differential Equations2201.00960v1 · Qunxi Zhu, Yifei Shen, Dongsheng Li et al.2022 · 10 citationsarXiv
Recognizing Vector Graphics without Rasterization2111.03281v3 · Xinyang Jiang, Lu Liu, Caihua Shan et al.2021 · 13 citationsarXiv
How Neural Architectures Affect Deep Learning for Communication Networks?2111.02215v2 · Yifei Shen, Jun Zhang, Khaled B. Letaief2021 · 17 citationsarXiv
Learn to Communicate with Neural Calibration: Scalability and Generalization2110.00272v1 · Yifan Ma, Yifei Shen, Xianghao Yu et al.2021 · 15 citationsarXiv
How Powerful is Graph Convolution for Recommendation?2108.07567v1 · Yifei Shen, Yongji Wu, Yao Zhang et al.2021 · 108 citationsarXiv
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation2108.01529v1 · Yifan Ma, Yifei Shen, Xianghao Yu et al.2021 · 15 citationsarXiv
AI Empowered Resource Management for Future Wireless Networks2106.06178v1 · Yifei Shen, Jun Zhang, S.H. Song et al.2021 · 22 citationsarXiv
Invariant Information Bottleneck for Domain Generalization2106.06333v6 · Bo Li, Yifei Shen, Yezhen Wang et al.2021 · 107 citationsarXiv
Career total: 76 works. 60 are in this corpus.Showing the 50 most recent.
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