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2020 – today
- 2026
[j1]Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Qihan Ren, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Cheng Qian, Zhenhailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang:
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence. Trans. Mach. Learn. Res. 2026 (2026)- [c3]Yuling Shi
, Maolin Sun, Zijun Liu, Mo Yang, Yixiong Fang, Tianran Sun, Xiaodong Gu:
Reasoning in Trees: Improving Retrieval-Augmented Generation for Multi-Hop Question Answering. WWW (Companion Volume) 2026: 626-635 - [i9]Yuling Shi, Maolin Sun, Zijun Liu, Mo Yang, Yixiong Fang, Tianran Sun, Xiaodong Gu:
Reasoning in Trees: Improving Retrieval-Augmented Generation for Multi-Hop Question Answering. CoRR abs/2601.11255 (2026) - [i8]Pengyu Chang, Yixiong Fang, Silin Chen, Yuling Shi, Beijun Shen, Xiaodong Gu:
Test vs Mutant: Adversarial LLM Agents for Robust Unit Test Generation. CoRR abs/2602.08146 (2026) - [i7]Wayne Chi, Yixiong Fang, Arnav Yayavaram, Siddharth Yayavaram, Seth Karten, Qiuhong Anna Wei, Runkun Chen, Alexander Wang, Valerie Chen, Ameet Talwalkar, Chris Donahue:
GameDevBench: Evaluating Agentic Capabilities Through Game Development. CoRR abs/2602.11103 (2026) - [i6]Runkun Chen, Yixiong Fang, Pengyu Chang, Yuante Li, Massa Baali, Bhiksha Raj:
Audio Language Model for Deepfake Detection Grounded in Acoustic Chain-of-Thought. CoRR abs/2603.28021 (2026) - 2025
- [c2]Yixiong Fang, Tianran Sun, Yuling Shi, Min Wang, Xiaodong Gu:
LastingBench: Defend Benchmarks Against Knowledge Leakage. EMNLP (Findings) 2025: 18304-18317 - [c1]Yixiong Fang, Ziran Yang, Zhaorun Chen, Zhuokai Zhao, Jiawei Zhou:
Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding. NeurIPS 2025 - [i5]Yixiong Fang, Tianran Sun, Yuling Shi, Xiaodong Gu:
AttentionRAG: Attention-Guided Context Pruning in Retrieval-Augmented Generation. CoRR abs/2503.10720 (2025) - [i4]Yixiong Fang, Tianran Sun, Yuling Shi, Min Wang, Xiaodong Gu:
LastingBench: Defend Benchmarks Against Knowledge Leakage. CoRR abs/2506.21614 (2025) - [i3]Huan-ang Gao, Jiayi Geng, Wenyue Hua, Mengkang Hu, Xinzhe Juan, Hongzhang Liu, Shilong Liu, Jiahao Qiu, Xuan Qi, Yiran Wu, Hongru Wang, Han Xiao, Yuhang Zhou, Shaokun Zhang, Jiayi Zhang, Jinyu Xiang, Yixiong Fang, Qiwen Zhao, Dongrui Liu, Qihan Ren, Cheng Qian, Zhenhailong Wang, Minda Hu, Huazheng Wang, Qingyun Wu, Heng Ji, Mengdi Wang:
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence. CoRR abs/2507.21046 (2025) - 2024
- [i2]Yalan Lin, Chengcheng Wan, Yixiong Fang, Xiaodong Gu:
CodeCipher: Learning to Obfuscate Source Code Against LLMs. CoRR abs/2410.05797 (2024) - [i1]Yixiong Fang, Ziran Yang, Zhaorun Chen, Zhuokai Zhao, Jiawei Zhou:
From Uncertainty to Trust: Enhancing Reliability in Vision-Language Models with Uncertainty-Guided Dropout Decoding. CoRR abs/2412.06474 (2024)
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