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- 2026
[c1]Zisu Huang, Muzhao Tian, Xiaohua Wang, Jingwen Xu, Zhengkang Guo, Qi Qian, Kaitao Song, Jiakang Yuan, Changze Lv, Xiaoqing Zheng:
Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction. ACL (1) 2026: 14699-14719- [i11]Qi Qian, Chengsong Huang, Jingwen Xu, Changze Lv, Muling Wu, Wenhao Liu, Xiaogang Wang, Zhenghua Wang, Zisu Huang, Muzhao Tian, Jianhan Xu, Kun Hu, He-Da Wang, Yao Hu, Xuanjing Huang, Xiaoqing Zheng:
Benchmark^2: Systematic Evaluation of LLM Benchmarks. CoRR abs/2601.03986 (2026) - [i10]Yiyang Lu, Jingwen Xu, Changze Lv, Zisu Huang, Zhengkang Guo, Zhengyuan Wang, Muzhao Tian, Xuanjing Huang, Xiaoqing Zheng:
CSSG: Measuring Code Similarity with Semantic Graphs. CoRR abs/2601.04085 (2026) - [i9]Muzhao Tian, Zisu Huang, Xiaohua Wang, Jingwen Xu, Zhengkang Guo, Qi Qian, Yuanzhe Shen, Kaitao Song, Jiakang Yuan, Changze Lv, Xiaoqing Zheng:
Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction. CoRR abs/2601.05107 (2026) - [i8]Yuanzhe Shen, Zisu Huang, Zhengyuan Wang, Muzhao Tian, Zhengkang Guo, Chenyang Zhang, Shuaiyu Zhou, Zengjie Hu, Dailin Li, Jingwen Xu, Kaimin Wang, Wenhao Liu, Tianlong Li, Fengpeng Yue, Feng Hong, Cao Liu, Ke Zeng:
TRIP-Bench: A Benchmark for Long-Horizon Interactive Agents in Real-World Scenarios. CoRR abs/2602.01675 (2026) - [i7]Jingwen Xu, Yiyang Lu, Zisu Huang, Changze Lv, Xiaohua Wang, Shizheng Li, Zhibo Xu, Zhengkang Guo, Zhengyuan Wang, Muzhao Tian, Xuanjing Huang, Xiaoqing Zheng:
BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation. CoRR abs/2602.02554 (2026) - [i6]Changze Lv, Jie Zhou, Wentao Zhao, Jingwen Xu, Zisu Huang, Muzhao Tian, Shihan Dou, Tao Gui, Le Tian, Xiao Zhou, Xiaoqing Zheng, Xuanjing Huang, Jie Zhou:
Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation. CoRR abs/2602.03619 (2026) - [i5]Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Mingxi Cheng, Qi Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo:
BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation. CoRR abs/2603.25732 (2026) - [i4]Xiaohua Wang, Muzhao Tian, Yuqi Zeng, Zisu Huang, Jiakang Yuan, Bowen Chen, Jingwen Xu, Mingbo Zhou, Wenhao Liu, Muling Wu, Zhengkang Guo, Qi Qian, Yifei Wang, Feiran Zhang, Ruicheng Yin, Shihan Dou, Changze Lv, Tao Chen, Kaitao Song, Xu Tan, Tao Gui, Xiaoqing Zheng, Xuanjing Huang:
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges. CoRR abs/2604.13602 (2026) - [i3]Zisu Huang, Jingwen Xu, Yifan Yang, Ziyang Gong, Qihao Yang, Muzhao Tian, Xiaohua Wang, Changze Lv, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Xue Yang, Dongdong Chen, Xiaoqing Zheng, Chong Luo:
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills. CoRR abs/2605.23899 (2026) - [i2]Xiaohua Wang, Jiakang Yuan, Zisu Huang, Muzhao Tian, Changze Lv, Kaitao Song, Tao Chen, Xiaoqing Zheng:
From Static Context to Calibrated Interactive RL: Mitigating Distribution Shift in Multi-turn Dialogue with Aligned Simulator. CoRR abs/2605.26403 (2026) - 2025
- [i1]Wenhao Liu, Zhengkang Guo, Mingchen Xie, Jingwen Xu, Zisu Huang, Muzhao Tian, Jianhan Xu, Muling Wu, Xiaohua Wang, Changze Lv, He-Da Wang, Hu Yao, Xiaoqing Zheng, Xuanjing Huang
:
RECAST: Strengthening LLMs' Complex Instruction Following with Constraint-Verifiable Data. CoRR abs/2505.19030 (2025)
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