Hengyu Shi

According to our database, Hengyu Shi authored at least 10 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Replacement Learning: Training Neural Networks with Fewer Parameters.

Yuming Zhang, Peizhe Wang, Tianyang Han, Hengyu Shi, Junhao Su, Dongzhi Guan, Jiabin Liu, Jiaji Wang

CoRR, May, 2026

Rethinking Local Learning: A Cheaper and Faster Recipe for LLM Post-Training.

Hengyu Shi, Tianyang Han, Peizhe Wang, Zhiling Wang, Xu Yang, Junhao Su

CoRR, May, 2026

Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards.

Tianyang Han, Hengyu Shi, Junjie Hu, Xu Yang, Zhiling Wang, Junhao Su

CoRR, May, 2026

PosterReward: Unlocking Accurate Evaluation for High-Quality Graphic Design Generation.

Jianyu Lai, Sixiang Chen, Jialin Gao, Hengyu Shi, Zhongying Liu, Fuxiang Zhai, Junfeng Luo, Xiaoming Wei, Lujia Wang, Lei Zhu

CoRR, March, 2026

PosterOmni: Generalized Artistic Poster Creation via Task Distillation and Unified Reward Feedback.

Sixiang Chen, Jianyu Lai, Jialin Gao, Hengyu Shi, Zhongying Liu, Tian Ye, Junfeng Luo, Xiaoming Wei, Lei Zhu

CoRR, February, 2026

2025

Beyond Words and Pixels: A Benchmark for Implicit World Knowledge Reasoning in Generative Models.

Tianyang Han, Junhao Su, Junjie Hu, Peizhen Yang, Hengyu Shi, Junfeng Luo, Jialin Gao

CoRR, November, 2025

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions.

Junhao Su, Yuanliang Wan, Junwei Yang, Hengyu Shi, Tianyang Han, Junfeng Luo, Yurui Qiu

CoRR, September, 2025

MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks.

Junhao Su, Feiyu Zhu, Hengyu Shi, Tianyang Han, Yurui Qiu, Junfeng Luo, Xiaoming Wei, Jialin Gao

CoRR, July, 2025

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework.

Sixiang Chen, Jianyu Lai, Jialin Gao, Tian Ye, Haoyu Chen, Hengyu Shi, Shitong Shao, Yunlong Lin, Song Fei, Zhaohu Xing, Yeying Jin, Junfeng Luo, Xiaoming Wei, Lei Zhu

CoRR, June, 2025

LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation.

Hengyu Shi, Junhao Su, Huansheng Ning, Xiaoming Wei, Jialin Gao

CoRR, April, 2025