Sirui Han

According to our database, Sirui Han authored at least 73 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

When Text Hijacks Vision: Benchmarking and Mitigating Text Overlay-Induced Hallucination in Vision Language Models.

Yakun Cui, Xingqun Qi, TianTian Geng, Yuyao Zhang, Sirui Han, Yike Guo

CoRR, April, 2026

ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance.

Haoran Li, Yulin Chen, Huihao Jing, Wenbin Hu, Tsz Ho Li, Chanhou Lou, Hong Ting Tsang, Sirui Han, Yangqiu Song

CoRR, April, 2026

Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs.

Binxing Xu, Hao Gu, Lujun Li, Hao Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Xintong Yang, Chao Li, Sirui Han, Yike Guo

CoRR, April, 2026

QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch.

Hao Gu, Hao Wang, Jiacheng Liu, Lujun Li, Qiyuan Zhu, Bei Liu, Binxing Xu, Lei Wang, Xintong Yang, Sida Lin, Sirui Han, Yike Guo

CoRR, April, 2026

Not Just the Destination, But the Journey: Reasoning Traces Causally Shape Generalization Behaviors.

Pengcheng Wen, Yanxu Zhu, Jiapeng Sun, Han Zhu, Yujin Zhou, Chi-Min Chan, Sirui Han, Yike Guo

CoRR, March, 2026

LABSHIELD: A Multimodal Benchmark for Safety-Critical Reasoning and Planning in Scientific Laboratories.

Qianpu Sun, Xiaowei Chi, Yuhan Rui, Ying Li, Kuangzhi Ge, Jiajun Li, Sirui Han, Shanghang Zhang

CoRR, March, 2026

DC-W2S: Dual-Consensus Weak-to-Strong Training for Reliable Process Reward Modeling in Biological Reasoning.

Chi-Min Chan, Ehsan Hajiramezanali, Xiner Li, Edward De Brouwer, Carl Edwards, Wei Xue, Sirui Han, Yike Guo, Gabriele Scalia

CoRR, March, 2026

Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training.

Chuxue Cao, Honglin Lin, Zhanping Zhong, Xin Gao, Mengzhang Cai, Conghui He, Sirui Han, Lijun Wu

CoRR, March, 2026

TwinRL-VLA: Digital Twin-Driven Reinforcement Learning for Real-World Robotic Manipulation.

Qinwen Xu, Jiaming Liu, Rui Zhou, Shaojun Shi, Nuowei Han, Zhuoyang Liu, Chenyang Gu, Shuo Gu, Yang Yue, Gao Huang, Wenzhao Zheng, Sirui Han, Peng Jia, Shanghang Zhang

CoRR, February, 2026

MemFly: On-the-Fly Memory Optimization via Information Bottleneck.

Zhenyuan Zhang, Xianzhang Jia, Zhiqin Yang, Zhenbo Song, Wei Xue, Sirui Han, Yike Guo

CoRR, February, 2026

Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models.

Hao Wang, Hao Gu, Hongming Piao, Kaixiong Gong, Yuxiao Ye, Xiangyu Yue, Sirui Han, Yike Guo, Dapeng Wu

CoRR, February, 2026

Pushing the Boundaries of Natural Reasoning: Interleaved Bonus from Formal-Logic Verification.

Chuxue Cao, Jinluan Yang, Haoran Li, Kunhao Pan, Zijian Zhao, Zhe Chen, Yuchen Tian, Lijun Wu, Conghui He, Sirui Han, Yike Guo

CoRR, January, 2026

Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning.

Hongbo Bai, Yujin Zhou, Yile Wu, Chi-Min Chan, Pengcheng Wen, Kunhao Pan, Sirui Han, Yike Guo

CoRR, January, 2026

LRAS: Advanced Legal Reasoning with Agentic Search.

Yujin Zhou, Chuxue Cao, Jinluan Yang, Lijun Wu, Conghui He, Sirui Han, Yike Guo

CoRR, January, 2026

Reinforcement Learning of Large Language Models for Interpretable Credit Card Fraud Detection.

Cooper Lin, Yanting Zhang, Maohao Ran, Wei Xue, Hongwei Fan, Yibo Xu, Zhenglin Wan, Sirui Han, Yike Guo, Jun Song

CoRR, January, 2026

AM³Safety: Towards Data Efficient Alignment of Multi-modal Multi-turn Safety for MLLMs.

Han Zhu, Jiale Chen, Chengkun Cai, Shengjie Sun, Haoran Li, Yujin Zhou, Chi-Min Chan, Pengcheng Wen, Lei Li, Sirui Han, Yike Guo

CoRR, January, 2026

MMFCTUB: Multi-Modal Financial Credit Table Understanding Benchmark.

Yakun Cui, Yanting Zhang, Zhu Lei, Jian Xie, Zhizhuo Kou, Hang Du, Zhenghao Zhu, Sirui Han

CoRR, January, 2026

Wow, wo, val! A Comprehensive Embodied World Model Evaluation Turing Test.

Chun-Kai Fan, Xiaowei Chi, Xiaozhu Ju, Hao Li, Yong Bao, Yu-Kai Wang, Lizhang Chen, Zhiyuan Jiang, Kuangzhi Ge, Ying Li, Weishi Mi, Qingpo Wuwu, Peidong Jia, Yulin Luo, Kevin Zhang, Zhiyuan Qin, Yong Dai, Sirui Han, Yike Guo, Shanghang Zhang, Jian Tang

CoRR, January, 2026

CoCoGesture: Towards coherent co-speech 3D gesture generation in the wild.

Xingqun Qi, Hengyuan Zhang, Yatian Wang, Jiahao Pan, Chen Liu, Muyi Sun, Wei Xue, Shanghang Zhang, Sirui Han, Qifeng Liu, Yike Guo

Inf. Fusion, 2026

An image steganography algorithm using selective timestep embedding and diffusion model.

Jiajun Han, Guodong Ye, Sirui Han

Expert Syst. Appl., 2026

CareerCraft: Supporting New Graduates on Job Hunting with LLM-Assisted Self-Construction of Career Profile.

Xinyue Qi, Chengzhong Liu, Xiangyu Long, Zhizhuo Kou, Sirui Han, Yike Guo

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

Reimagining Legal Fact Verification with GenAI: Toward Effective Human-AI Collaboration.

Sirui Han, Yuyao Zhang, Yidan Huang, Xueyan Li, Chengzhong Liu, Yike Guo

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging.

Qiyuan Zhu, Dezhi Li, Lujun Li, Xiaoyu Qin, Wei Li, Hao Gu, Hua Xu, Sirui Han, Yike Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning.

Yujin Zhou, Pengcheng Wen, Jiale Chen, Boqin Yin, Han Zhu, Jiaming Ji, Juntao Dai, Chi-Min Chan, Sirui Han

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging.

Lujun Li, Qiyuan Zhu, Jiacheng Wang, Xiaoyu Qin, Wei Li, Hao Gu, Sirui Han, Yike Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

ManipDreamer3D: Synthesizing Plausible Robotic Manipulation Video with Occupancy-aware 3D Trajectory.

Ying Li, Xiaobao Wei, Xiaowei Chi, Yuming Li, Zhongyu Zhao, Hao Wang, Ningning Ma, Ming Lu, Sirui Han

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data.

Zhenghao Zhu, Chuxue Cao, Sirui Han, Yuanfeng Song, Xing Chen, Caleb Chen Cao, Yike Guo

CoRR, December, 2025

InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents.

Zhenghao Zhu, Yuanfeng Song, Xin Chen, Chengzhong Liu, Yakun Cui, Caleb Chen Cao, Sirui Han, Yike Guo

CoRR, November, 2025

Perception, Understanding and Reasoning, A Multimodal Benchmark for Video Fake News Detection.

Yakun Cui, Fushuo Huo, Weijie Shi, Juntao Dai, Hang Du, Zhenghao Zhu, Sirui Han, Yike Guo

CoRR, October, 2025

SafeMT: Multi-turn Safety for Multimodal Language Models.

Han Zhu, Juntao Dai, Jiaming Ji, Haoran Li, Chengkun Cai, Pengcheng Wen, Chi-Min Chan, Boyuan Chen, Yaodong Yang, Sirui Han, Yike Guo

CoRR, October, 2025

WristWorld: Generating Wrist-Views via 4D World Models for Robotic Manipulation.

Zezhong Qian, Xiaowei Chi, Yuming Li, Shizun Wang, Zhiyuan Qin, Xiaozhu Ju, Sirui Han, Shanghang Zhang

CoRR, October, 2025

Can World Models Benefit VLMs for World Dynamics?

Kevin Zhang, Kuangzhi Ge, Xiaowei Chi, Renrui Zhang, Shaojun Shi, Zhen Dong, Sirui Han, Shanghang Zhang

CoRR, October, 2025

GSPR: Aligning LLM Safeguards as Generalizable Safety Policy Reasoners.

Haoran Li, Yulin Chen, Jingru Zeng, Hao Peng, Huihao Jing, Wenbin Hu, Xi Yang, Ziqian Zeng, Sirui Han, Yangqiu Song

CoRR, September, 2025

WoW: Towards a World omniscient World model Through Embodied Interaction.

Xiaowei Chi, Peidong Jia, Chun-Kai Fan, Xiaozhu Ju, Weishi Mi, Kevin Zhang, Zhiyuan Qin, Wanxin Tian, Kuangzhi Ge, Hao Li, Zezhong Qian, Anthony Chen, Qiang Zhou, Yueru Jia, Jiaming Liu, Yong Dai, Qingpo Wuwu, Chengyu Bai, Yu-Kai Wang, Ying Li, Lizhang Chen, Yong Bao, Zhiyuan Jiang, Jiacheng Zhu, Kai Tang, Ruichuan An, Yulin Luo, Qiuxuan Feng, Siyuan Zhou, Chi-Min Chan, Chengkai Hou, Wei Xue, Sirui Han, Yike Guo, Shanghang Zhang, Jian Tang

CoRR, September, 2025

DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions.

Hengyuan Zhang, Zhe Li, Xingqun Qi, Mengze Li, Muyi Sun, Man Zhang, Sirui Han

CoRR, August, 2025

EgoTwin: Dreaming Body and View in First Person.

Jingqiao Xiu, Fangzhou Hong, Yicong Li, Mengze Li, Wentao Wang, Sirui Han, Liang Pan, Ziwei Liu

CoRR, August, 2025

HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong.

Sirui Han, Junqi Zhu, Ruiyuan Zhang, Yike Guo

CoRR, July, 2025

Semantic-guided Diverse Decoding for Large Language Model.

Weijie Shi, Yue Cui, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Mengze Li, Sirui Han, Jia Zhu, Jiajie Xu, Xiaofang Zhou

CoRR, June, 2025

IR3D-Bench: Evaluating Vision-Language Model Scene Understanding as Agentic Inverse Rendering.

Parker Liu, Chenxin Li, Zhengxin Li, Yipeng Wu, Wuyang Li, Zhiqin Yang, Zhenyuan Zhang, Yunlong Lin, Sirui Han, Brandon Y. Feng

CoRR, June, 2025

Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging.

Lujun Li, Qiyuan Zhu, Jiacheng Wang, Wei Li, Hao Gu, Sirui Han, Yike Guo

CoRR, June, 2025

MinD: Unified Visual Imagination and Control via Hierarchical World Models.

Xiaowei Chi, Kuangzhi Ge, Jiaming Liu, Siyuan Zhou, Peidong Jia, Zichen He, Yuzhen Liu, Tingguang Li, Lei Han, Sirui Han, Shanghang Zhang, Yike Guo

CoRR, June, 2025

BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook.

Hao Gu, Lujun Li, Zheyu Wang, Bei Liu, Qiyuan Zhu, Sirui Han, Yike Guo

CoRR, June, 2025

SafeLawBench: Towards Safe Alignment of Large Language Models.

Chuxue Cao, Han Zhu, Jiaming Ji, Qichao Sun, Zhenghao Zhu, Yinyu Wu, Juntao Dai, Yaodong Yang, Sirui Han, Yike Guo

CoRR, June, 2025

Follow-Your-Motion: Video Motion Transfer via Efficient Spatial-Temporal Decoupled Finetuning.

Yue Ma, Yulong Liu, Qiyuan Zhu, Ayden Yang, Kunyu Feng, Xinhua Zhang, Zhifeng Li, Sirui Han, Chenyang Qi, Qifeng Chen

CoRR, June, 2025

InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback.

Boyuan Chen, Donghai Hong, Jiaming Ji, Jiacheng Zheng, Bowen Dong, Jiayi Zhou, Kaile Wang, Juntao Dai, Xuyao Wang, Wenqi Chen, Qirui Zheng, Wenxin Li, Sirui Han, Yike Guo, Yaodong Yang

CoRR, May, 2025

The Mirage of Multimodality: Where Truth is Tested and Honesty Unravels.

Jiaming Ji, Sitong Fang, Wenjing Cao, Jiahao Li, Xuyao Wang, Juntao Dai, Chi-Min Chan, Sirui Han, Yike Guo, Yaodong Yang

CoRR, May, 2025

Mitigating Deceptive Alignment via Self-Monitoring.

Jiaming Ji, Wenqi Chen, Kaile Wang, Donghai Hong, Sitong Fang, Boyuan Chen, Jiayi Zhou, Juntao Dai, Sirui Han, Yike Guo, Yaodong Yang

CoRR, May, 2025

Generative RLHF-V: Learning Principles from Multi-modal Human Preference.

Jiayi Zhou, Jiaming Ji, Boyuan Chen, Jiapeng Sun, Wenqi Chen, Donghai Hong, Sirui Han, Yike Guo, Yaodong Yang

CoRR, May, 2025

J1: Exploring Simple Test-Time Scaling for LLM-as-a-Judge.

Chi-Min Chan, Chunpu Xu, Jiaming Ji, Zhen Ye, Pengcheng Wen, Chunyang Jiang, Yaodong Yang, Wei Xue, Sirui Han, Yike Guo

CoRR, May, 2025

Measuring Hong Kong Massive Multi-Task Language Understanding.

Chuxue Cao, Zhenghao Zhu, Junqi Zhu, Guoying Lu, Siyu Peng, Juntao Dai, Weijie Shi, Sirui Han, Yike Guo

CoRR, May, 2025

DIDS: Domain Impact-aware Data Sampling for Large Language Model Training.

Weijie Shi, Jipeng Zhang, Yaguang Wu, Jingzhi Fang, Ruiyuan Zhang, Jiajie Xu, Jia Zhu, Hao Chen, Yao Zhao, Sirui Han, Xiaofang Zhou

CoRR, April, 2025

Benchmarking Multi-National Value Alignment for Large Language Models.

Weijie Shi, Chengyi Ju, Chengzhong Liu, Jiaming Ji, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Yaodong Yang, Sirui Han, Yike Guo

CoRR, April, 2025

Safe RLHF-V: Safe Reinforcement Learning from Human Feedback in Multimodal Large Language Models.

Jiaming Ji, Xinyu Chen, Rui Pan, Han Zhu, Conghui Zhang, Jiahao Li, Donghai Hong, Boyuan Chen, Jiayi Zhou, Kaile Wang, Juntao Dai, Chi-Min Chan, Sirui Han, Yike Guo, Yaodong Yang

CoRR, March, 2025

ThinkPatterns-21k: A Systematic Study on the Impact of Thinking Patterns in LLMs.

Pengcheng Wen, Jiaming Ji, Chi-Min Chan, Juntao Dai, Donghai Hong, Yaodong Yang, Sirui Han, Yike Guo

CoRR, March, 2025

Outlier-Aware Model Merging for Efficient Multitask Inference.

Qiyuan Zhu, Lujun Li, Dezhi Li, Jiacheng Liu, Pengyu Cheng, Yucheng Xu, Sirui Han, Yike Guo

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Consistent and Invariant Generalization Learning for Short-video Misinformation Detection.

Hanghui Guo, Weijie Shi, Mengze Li, Juncheng Li, Hao Chen, Yue Cui, Jiajie Xu, Jia Zhu, Jiawei Shen, Zhangze Chen, Sirui Han

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

DanceEditor: Towards Iterative Editable Music-Driven Dance Generation with Open-Vocabulary Descriptions.

Hengyuan Zhang, Zhe Li, Xingqun Qi, Mengze Li, Muyi Sun, Siye Wang, Man Zhang, Sirui Han

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

AIRA: Activation-Informed Low-Rank Adaptation for Large Models.

Lujun Li, Dezhi Li, Cheng Lin, Wei Li, Wei Xue, Sirui Han, Yike Guo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Efficient Fine-Tuning of Large Models Via Nested Low-Rank Adaptation.

Lujun Li, Cheng Lin, Dezhi Li, You-Liang Huang, Wei Li, Tianyu Wu, Jie Zou, Wei Xue, Sirui Han, Yike Guo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

DIDS: Domain Impact-aware Data Sampling for Large Language Model Training.

Weijie Shi, Jipeng Zhang, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Yao Zhao, Hao Chen, Ruiyuan Zhang, Yue Cui, Jia Zhu, Sirui Han, Jiajie Xu, Xiaofang Zhou

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Automate Strategy Finding with LLM in Quant Investment.

Zhizhuo Kou, Holam Yu, Junyu Luo, Jingshu Peng, Xujia Li, Chengzhong Liu, Juntao Dai, Lei Chen, Sirui Han, Yike Guo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning.

Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving.

Chuxue Cao, Mengze Li, Juntao Dai, Jinluan Yang, Zijian Zhao, Shengyu Zhang, Weijie Shi, Chengzhong Liu, Sirui Han, Yike Guo

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Scenario, Role, and Persona: A Scoping Review of Design Strategies for Socially Intelligent AI Agents.

Ruowen Niu, Jiaxiong Hu, Siyu Peng, Caleb Chen Cao, Chengzhong Liu, Sirui Han, Yike Guo

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning.

Weijie Shi, Han Zhu, Jiaming Ji, Mengze Li, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Sirui Han, Yike Guo

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph.

Xiangwei Lv, Mengze Li, Jingyuan Chen, Zhiang Dong, Sirui Han, Beishui Liao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Benchmarking Multi-National Value Alignment for Large Language Models.

Chengyi Ju, Weijie Shi, Chengzhong Liu, Jiaming Ji, Jipeng Zhang, Ruiyuan Zhang, Jiajie Xu, Yaodong Yang, Sirui Han, Yike Guo

Proceedings of the Findings of the Association for Computational Linguistics, 2025

PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference.

Jiaming Ji, Donghai Hong, Borong Zhang, Boyuan Chen, Josef Dai, Boren Zheng, Tianyi Alex Qiu, Jiayi Zhou, Kaile Wang, Boxun Li, Sirui Han, Yike Guo, Yaodong Yang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA.

Chi-Min Chan, Chunpu Xu, Junqi Zhu, Jiaming Ji, Donghai Hong, Pengcheng Wen, Chunyang Jiang, Zhen Ye, Yaodong Yang, Wei Xue, Sirui Han, Yike Guo

Proceedings of the Findings of the Association for Computational Linguistics, 2025

SafeLawBench: Towards Safe Alignment of Large Language Models.

Chuxue Cao, Han Zhu, Jiaming Ji, Qichao Sun, Zhenghao Zhu, Yinyu Wu, Josef Dai, Yaodong Yang, Sirui Han, Yike Guo

Proceedings of the Findings of the Association for Computational Linguistics, 2025

PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance.

Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation.

Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2023

Extracting Scenarios from Autonomous-Vehicle-Involved Crashes.

Sirui Han, Haitian Lu, Hao Wu, Fei-Fei Ye

Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023