Bairu Hou - RankMe

28 papers A* 4B 1Journal 19Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ares: Adaptive Reasoning Effort Selection for Efficient LLM Agents. CoRR Jingbo Yang, Bairu Hou, Wei Wei, Yujia Bao, Shiyu Chang
2026	J	`jnl`	ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning. Trans. Mach. Learn. Res. Bairu Hou, Yang Zhang, Jiabao Ji, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang
2025	—	`conf`	A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation. NAACL (Long Papers) Bairu Hou, Yang Zhang, Jacob Andreas, Shiyu Chang
2025	—	`conf`	Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing. IJCNLP-AACL (Short Papers) Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang
2025	A*	`conf`	Instruction-Following Pruning for Large Language Models. ICML Bairu Hou, Qibin Chen, Jianyu Wang, Guoli Yin, Chong Wang, Nan Du, Ruoming Pang, Shiyu Chang, Tao Lei
2025	J	`jnl`	Instruction-Following Pruning for Large Language Models. CoRR Bairu Hou, Qibin Chen, Jianyu Wang, Guoli Yin, Chong Wang, Nan Du, Ruoming Pang, Shiyu Chang, Tao Lei
2025	J	`jnl`	KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse. CoRR Jingbo Yang, Bairu Hou, Wei Wei, Yujia Bao, Shiyu Chang
2025	J	`jnl`	ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning. CoRR Bairu Hou, Yang Zhang, Jiabao Ji, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang
2025	J	`jnl`	WebDART: Dynamic Decomposition and Re-planning for Complex Web Tasks. CoRR Jingbo Yang, Bairu Hou, Wei Wei, Shiyu Chang, Yujia Bao
2024	J	`jnl`	A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation. CoRR Bairu Hou, Yang Zhang, Jacob Andreas, Shiyu Chang
2024	J	`jnl`	A Survey on Data Selection for Language Models. CoRR Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang
2024	J	`jnl`	A Survey on Data Selection for Language Models. Trans. Mach. Learn. Res. Alon Albalak, Yanai Elazar, Sang Michael Xie, Shayne Longpre, Nathan Lambert, Xinyi Wang, Niklas Muennighoff, Bairu Hou, Liangming Pan, Haewon Jeong, Colin Raffel, Shiyu Chang, Tatsunori Hashimoto, William Yang Wang
2024	—	`conf`	Advancing the Robustness of Large Language Models through Self-Denoised Smoothing. NAACL (Short Papers) Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang
2024	J	`jnl`	Advancing the Robustness of Large Language Models through Self-Denoised Smoothing. CoRR Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang
2024	A*	`conf`	Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling. ICML Bairu Hou, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang, Yang Zhang
2024	J	`jnl`	Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing. CoRR Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang
2024	J	`jnl`	Improving Diffusion Models for Scene Text Editing with Dual Encoders. Trans. Mach. Learn. Res. Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian L. Price, Shiyu Chang
2023	J	`jnl`	Certified Robustness for Large Language Models with Self-Denoising. CoRR Zhen Zhang, Guanhua Zhang, Bairu Hou, Wenqi Fan, Qing Li, Sijia Liu, Yang Zhang, Shiyu Chang
2023	J	`jnl`	Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling. CoRR Bairu Hou, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang, Yang Zhang
2023	J	`jnl`	Improving Diffusion Models for Scene Text Editing with Dual Encoders. CoRR Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian L. Price, Shiyu Chang
2023	A*	`conf`	PromptBoosting: Black-Box Text Classification with Ten Forward Passes. ICML Bairu Hou, Joe O'Connor, Jacob Andreas, Shiyu Chang, Yang Zhang
2023	A*	`conf`	TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. ICLR Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang
2022	J	`jnl`	PromptBoosting: Black-Box Text Classification with Ten Forward Passes. CoRR Bairu Hou, Joe O'Connor, Jacob Andreas, Shiyu Chang, Yang Zhang
2022	J	`jnl`	TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. CoRR Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang
2021	—	`conf`	OpenAttack: An Open-source Textual Adversarial Attack Toolkit. ACL (demo) Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
2020	J	`jnl`	Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations. CoRR Yuan Zang, Bairu Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun
2020	J	`jnl`	OpenAttack: An Open-source Textual Adversarial Attack Toolkit. CoRR Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
2020	B	`conf`	Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet. COLING Bairu Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu, Maosong Sun