Shengji Tang

According to our database, Shengji Tang authored at least 17 papers between 2022 and 2026.

Collaborative distances:

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

2026

StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction.

Xiangyuan Xue, Yifan Zhou, Zidong Wang, Shengji Tang, Philip Torr, Wanli Ouyang, Lei Bai, Zhenfei Yin

CoRR, May, 2026

Small Model as Master Orchestrator: Learning Unified Agent-Tool Orchestration with Parallel Subtask Decomposition.

Wenzhen Yuan, Wutao Xiong, Fanchen Yu, Shengji Tang, Ting Liu, Tao Chen, Peng Ye, Yuzhuo Fu, Wanli Ouyang, Lei Bai

CoRR, April, 2026

LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing.

Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu

CoRR, January, 2026

Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale.

Shengji Tang, Weihao Lin, Jingqi Ye, Hao Li, Bo Zhang, Shuyue Hu, Tao Chen, Wangli Ouyang, Lei Bai, Peng Ye

CoRR, January, 2026

A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement.

Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Stimulative Training++: Go Beyond the Performance Limits of Residual Networks.

Peng Ye, Tong He, Shengji Tang, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang

IEEE Trans. Pattern Anal. Mach. Intell., August, 2025

Wisdom of the Crowd: Reinforcement Learning from Coevolutionary Collective Feedback.

Wenzhen Yuan, Shengji Tang, Weihao Lin, Jiacheng Ruan, Ganqu Cui, Bo Zhang, Tao Chen, Ting Liu, Yuzhuo Fu, Peng Ye, Lei Bai

CoRR, August, 2025

CTTS: Collective Test-Time Scaling.

Zhende Song, Shengji Tang, Peng Ye, Jiayuan Fan, Tao Chen

CoRR, August, 2025

Open-Source LLMs Collaboration Beats Closed-Source LLMs: A Scalable Multi-Agent System.

Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye

CoRR, July, 2025

WI3D: Weakly Incremental 3D Detection via Vision Foundation Models.

Mingsheng Li, Sijin Chen, Shengji Tang, Hongyuan Zhu, Yanyan Fang, Xin Chen, Zhuoyuan Li, Fukun Yin, Tao Chen

IEEE Trans. Multim., 2025

DreamFrame: Enhancing Video Understanding via Automatically Generated QA and Style-Consistent Keyframes.

Zhende Song, Chenchen Wang, Jiamu Sheng, Chi Zhang, Shengji Tang, Jiayuan Fan, Tao Chen

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction.

Shengji Tang, Weicai Ye, Peng Ye, Weihao Lin, Yang Zhou, Tao Chen, Wanli Ouyang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning.

Weihao Lin, Shengji Tang, Chong Yu, Peng Ye, Tao Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Multi-dimensional Search with Strip Convolution and R-Squared Loss for Lane Detection.

Zijun Lin, Peng Ye, Tao Chen, Shengji Tang

Proceedings of the International Joint Conference on Neural Networks, 2024

Enhanced Sparsification via Stimulative Training.

Shengji Tang, Weihao Lin, Hancheng Ye, Peng Ye, Chong Yu, Baopu Li, Tao Chen

Proceedings of the Computer Vision - ECCV 2024, 2024

Boosting Residual Networks with Group Knowledge.

Shengji Tang, Peng Ye, Baopu Li, Weihao Lin, Tao Chen, Tong He, Chong Yu, Wanli Ouyang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing.

Peng Ye, Shengji Tang, Baopu Li, Tao Chen, Wanli Ouyang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022