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2020 – today
- 2026
[i27]Haozheng Luo, Zhuolin Jiang, Md Zahid Hasan, Yan Chen, Soumalya Sarkar:
FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning. CoRR abs/2601.19001 (2026)- [i26]Haozheng Luo, Yimin Wang, Jiahao Yu, Binghui Wang, Yan Chen:
Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representations. CoRR abs/2603.17305 (2026) - [i25]Eric Hanchen Jiang, Levina Li, Rui Sun, Xiao Liang, Yubei Li, Yuchen Wu, Haozheng Luo, Hengli Li, Zhi Zhang, Zhaolu Kang, Kai-Wei Chang, Ying Nian Wu:
Agent Q-Mix: Selecting the Right Action for LLM Multi-Agent Systems through Reinforcement Learning. CoRR abs/2604.00344 (2026) - [i24]Haozheng Luo, Haoran Dai, Shaoyang Zhang, Xi Chen, Eric Hanchen Jiang, Yijiang Li, Jingyuan Huang, Chenghao Qiu, Chenwei Xu, Zhenyu Pan, Haotian Zhang, Binghui Wang, Yan Chen:
Attention Sinks and Outliers in Attention Residuals. CoRR abs/2605.17887 (2026) - [i23]Sixue Xing, Haoyu He, Kerui Wu, Zhuo Yang, Haozheng Luo, Tianfan Fu, Aarthy Nagarajan:
Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits. CoRR abs/2605.29268 (2026) - [i22]Eric Hanchen Jiang, Zhi Zhang, Yuchen Wu, Levina Li, Dong Liu, Xiao Liang, Rui Sun, Yubei Li, Edward Sun, Haozheng Luo, Zhaolu Kang, Aylin Caliskan, Kai-Wei Chang, Ying Nian Wu:
Memory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents. CoRR abs/2607.13591 (2026) - 2025
- [j1]Yu Zhang
, Mei Di, Haozheng Luo, Chenwei Xu, Richard Tzong-Han Tsai:
SMUTF: Schema Matching Using Generative Tags and Hybrid Features. Inf. Syst. 133: 102570 (2025) - [c8]Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu:
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models. ICLR 2025 - [c7]Haozheng Luo, Chenghao Qiu, Maojiang Su, Zhihan Zhou, Zoe Mehta, Guo Ye, Jerry Yao-Chieh Hu, Han Liu:
Fast and Low-Cost Genomic Foundation Models via Outlier Removal. ICML 2025 - [c6]Haoyu He, Haozheng Luo, Yan Chen, Qi (Cheems) Wang:
RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility. NeurIPS 2025 - [c5]Jiahao Yu, Haozheng Luo, Jerry Yao-Chieh Hu, Yan Chen, Wenbo Guo, Han Liu, Xinyu Xing:
Mind the Inconspicuous: Revealing the Hidden Weakness in Aligned LLMs' Refusal Boundaries. USENIX Security Symposium 2025: 259-278 - [i21]Haozheng Luo, Chenghao Qiu, Maojiang Su, Zhihan Zhou, Zoe Mehta, Guo Ye, Jerry Yao-Chieh Hu, Han Liu:
Fast and Low-Cost Genomic Foundation Models via Outlier Removal. CoRR abs/2505.00598 (2025) - [i20]Yangguang Shao, Xinjie Lin, Haozheng Luo, Chengshang Hou, Gang Xiong, Jiahao Yu, Junzheng Shi:
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models. CoRR abs/2505.06579 (2025) - [i19]Haozheng Luo, Chenghao Qiu, Yimin Wang, Shang Wu, Jiahao Yu, Han Liu, Binghui Wang, Yan Chen:
GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models. CoRR abs/2505.10983 (2025) - [i18]Eric Hanchen Jiang, Haozheng Luo, Shengyuan Pang, Xiaomin Li, Zhenting Qi, Hengli Li, Cheng-Fu Yang, Zongyu Lin, Xinfeng Li, Hao Xu, Kai-Wei Chang, Ying Nian Wu:
Learning to Rank Chain-of-Thought: An Energy-Based Approach with Outcome Supervision. CoRR abs/2505.14999 (2025) - [i17]Haoyu He, Haozheng Luo, Yan Chen, Qi R. Wang:
Efficient Temporal Tokenization for Mobility Prediction with Large Language Models. CoRR abs/2507.14017 (2025) - [i16]Zhenyu Pan, Yutong Zhang, Jianshu Zhang, Haoran Lu, Haozheng Luo, Yuwei Han, Philip S. Yu, Manling Li, Han Liu:
FairReason: Balancing Reasoning and Social Bias in MLLMs. CoRR abs/2507.23067 (2025) - [i15]Zhenyu Pan, Yiting Zhang, Yutong Zhang, Jianshu Zhang, Haozheng Luo, Yuwei Han, Dennis Wu, Hong-Yu Chen, Philip S. Yu, Manling Li, Han Liu:
Evo-MARL: Co-Evolutionary Multi-Agent Reinforcement Learning for Internalized Safety. CoRR abs/2508.03864 (2025) - [i14]Haoyu He, Haozheng Luo, Yan Chen, Qi R. Wang:
RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility. CoRR abs/2509.23115 (2025) - [i13]Zhenyu Pan, Yiting Zhang, Zhuo Liu, Yolo Yunlong Tang, Zeliang Zhang, Haozheng Luo, Yuwei Han, Jianshu Zhang, Dennis Wu, Hong-Yu Chen, Haoran Lu, Haoyang Fang, Manling Li, Chenliang Xu, Philip S. Yu, Han Liu:
AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning. CoRR abs/2510.01586 (2025) - 2024
- [c4]Haoyu He, Haozheng Luo, Qi R. Wang:
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction. HuMob-Challenge@SIGSPATIAL 2024: 10-15 - [c3]Jerry Yao-Chieh Hu, Pei-Hsuan Chang, Haozheng Luo, Hong-Yu Chen, Weijian Li, Wei-Po Wang, Han Liu:
Outlier-Efficient Hopfield Layers for Large Transformer-Based Models. ICML 2024: 19123-19152 - [i12]Yu Zhang, Mei Di, Haozheng Luo, Chenwei Xu, Richard Tzong-Han Tsai:
SMUTF: Schema Matching Using Generative Tags and Hybrid Features. CoRR abs/2402.01685 (2024) - [i11]Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu:
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models. CoRR abs/2403.17359 (2024) - [i10]Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu:
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action. CoRR abs/2405.17822 (2024) - [i9]Jiahao Yu, Haozheng Luo, Jerry Yao-Chieh Hu, Wenbo Guo, Han Liu, Xinyu Xing:
Enhancing Jailbreak Attack Against Large Language Models through Silent Tokens. CoRR abs/2405.20653 (2024) - [i8]Haozheng Luo, Jiahao Yu, Wenxin Zhang, Jialong Li, Jerry Yao-Chieh Hu, Xinyu Xing, Han Liu:
Decoupled Alignment for Robust Plug-and-Play Adaptation. CoRR abs/2406.01514 (2024) - [i7]Haoyu He, Haozheng Luo, Qi R. Wang:
ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction. CoRR abs/2410.14099 (2024) - 2023
- [c2]Haozheng Luo, Ruiyang Qin, Chenwei Xu, Guo Ye, Zening Luo:
Open-Ended Multi-Modal Relational Reasoning for Video Question Answering. RO-MAN 2023: 363-369 - 2022
- [c1]Haozheng Luo, Tianyi Wu, Colin Feiyu Han, Zhijun Yan:
IGN : Implicit Generative Networks. ICMLA 2022: 560-566 - [i6]Haozheng Luo, Tianyi Wu, Colin Feiyu Han, Zhijun Yan, Jianfen Zhang:
IGN : Implicit Generative Networks. CoRR abs/2206.05860 (2022) - [i5]Hanming Wang, Haozheng Luo, Yue Wang:
MBGDT: Robust Mini-Batch Gradient Descent. CoRR abs/2206.07139 (2022) - [i4]Mengyang Liu, Haozheng Luo, Leonard Thong, Yinghao Li, Chao Zhang, Le Song:
SciAnnotate: A Tool for Integrating Weak Labeling Sources for Sequence Labeling. CoRR abs/2208.10241 (2022) - 2021
- [i3]Ruiyang Qin, Haozheng Luo, Zheheng Fan, Ziang Ren:
IBERT: Idiom Cloze-style reading comprehension with Attention. CoRR abs/2112.02994 (2021) - 2020
- [i2]Haozheng Luo, Ruiyang Qin:
Open-Ended Multi-Modal Relational Reason for Video Question Answering. CoRR abs/2012.00822 (2020)
2010 – 2019
- 2019
- [i1]Haozheng Luo, Ningwei Liu, Charles Feng:
Question Classification with Deep Contextualized Transformer. CoRR abs/1910.10492 (2019)
Coauthor Index
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