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2020 – today
- 2026
[i8]Cheng-Yen Li, Xuanjun Chen, Claire Lin, Wei-Yu Chen, Wenhua Nie, Hung-Yi Lee, Jyh-Shing Roger Jang:
CodaRAG: Connecting the Dots with Associativity Inspired by Complementary Learning. CoRR abs/2604.10426 (2026)- [i7]Wenhua Nie, Junlin Liu, Jianan Wu, Zijie Meng, Yilong Fan, Zhang Zijian, Haoran Zheng, Jyh-Shing Roger Jang:
The Coupling Tax: How Shared Token Budgets Undermine Visible Chain-of-Thought Under Fixed Output Limits. CoRR abs/2605.07686 (2026) - [i6]Wenhua Nie, Jianan Wu, Junlin Liu, Ziwei Li, Zheng Lin, Zhang Zijian, Yilong Fan, Haoran Zheng, Jyh-Shing Roger Jang:
Gradient Starvation in Binary-Reward GRPO: Why Group-Mean Centering Fails and Why the Simplest Fix Works. CoRR abs/2605.07689 (2026) - [i5]Wenhua Nie, Zijie Meng, Kun Zou, Zheng Lin, Ziwei Li, Haoran Zheng, Jyh-Shing Roger Jang, Hao Zhang:
Future Validity is the Missing Statistic: From Impossibility to Φ-Estimation for Grammar-Faithful Speculative Decoding. CoRR abs/2605.07698 (2026) - [i4]Wenhua Nie, ZiCheng Zhu, Jianan Wu, Binhan Luo, Haoran Zheng, Jyh-Shing Roger Jang:
Identified-Set Geometry of Distributional Model Extraction under Top-k Censored API Access. CoRR abs/2605.10407 (2026) - [i3]Wenhua Nie, Binhan Luo, Zijie Meng, Jyh-Shing Roger Jang, Ching-Wen Ma:
Equilibrium Residuals Expose Three Regimes of Matrix-Game Strategic Reasoning in Language Models. CoRR abs/2605.10410 (2026) - [i2]Zijie Meng, Yufei Liu, Chengqian Ma, Zhiyu Li, Jiyuan Liu, Wenhua Nie, Bingcai Wei, Shuqin Chen, Weichen Xu, Jiquan Yuan, Miao Zhang:
OmniDrive: An LLM-Choreographed Multi-Agent World Model with Unified Latent Co-Compression for Multi-View Driving Video Generation. CoRR abs/2606.17536 (2026) - [i1]Zijie Meng, Ziwei Li, Yufei Liu, Zhiyu Li, Jiyuan Liu, Wenhua Nie, Bingcai Wei, Miao Zhang:
TRIDENT: Breaking the Hybrid-Safety-Physics Coupling for Provably Safe Multi-Agent Reinforcement Learning. CoRR abs/2606.18308 (2026) - 2024
- [c1]Wenhua Nie, Lin Deng
, Chang-Bo Liu, Jialing Wei, Ruitong Han, Haoran Zheng:
STSPL-SSC: Semi-Supervised Few-Shot Short Text Clustering with Semantic text similarity Optimized Pseudo-Labels. ACL (Findings) 2024: 12174-12185
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