Adaptive Preference Optimization with Uncertainty-aware Utility Anchor
- Xiaobo Wang*, Zixia Jia, Jiaqi Li, Qi Liu#, Zilong Zheng#
- EMNLP
- 2025
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Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks
- Xubo Qin*, Jun Bai, Jiaqi Li, Zixia Jia#, and Zilong Zheng#
- EMNLP
- 2025
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Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs
- Jun Bai*, Minghao Tong, Yang Liu, Zixia Jia#, and Zilong Zheng#
- EMNLP
- 2025
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Enhancing LLM-Based Social Bot via an Adversarial Learning Framework
- Fanqi Kong*, Xiaoyuan Zhang, Xinyu Chen, Yaodong Yang, Song-Chun Zhu, Xue Feng †
- EMNLP
- 2025
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From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes
- Tianxu Wang* , Zhuofan Zhang* , Ziyu Zhu , Yue Fan , Jing Xiong , Pengxiang Li , Xiaojian Ma , and Qing Li✉
- NeurIPS Datasets and Benchmarks
- 2025
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Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning
- Pengxiang Li* , Zhi Gao* , Bofei Zhang , Yapeng Mi , Xiaojian Ma , Chenrui Shi , Tao Yuan , Yuwei Wu✉ , Yunde Jia , Song-Chun Zhu , and Qing Li✉
- NeurIPS
- 2025
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