Sirui Han
28 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
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Keywords
large language model
(10)
model compression
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legal compliance
(3)
low-rank adaptation
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privacy compliance
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ai safety
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reinforcement learning
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multimodal large language model
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question answering
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chain-of-thought reasoning
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video generation
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mathematical reasoning
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automated reasoning
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singular value decomposition
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reward model
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cross-modal learning
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Papers
ManipDreamer3D: Synthesizing Plausible Robotic Manipulation Video with Occupancy-aware 3D Trajectory
AAAI 2026
Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging
AAAI 2026
What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning
AAAI 2026
Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging
AAAI 2026
ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance
ACL 2026
Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models
ACL 2026
Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities
ACL 2026
Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs
ACL 2026
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook
ACL 2026
Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models
ACL 2026
SafeMT: Multi-turn Safety for Multimodal Language Models
ACL 2026
Benchmarking Fine-Grained Error Detection in Multimodal Reasoning
ACL 2026
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection
ACL 2026
Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation
ICCV 2025
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
ACL 2025
DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions
ICCV 2025
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
ACL 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
ACL 2025
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
ACL 2025
Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA
ACL 2025
SafeLawBench: Towards Safe Alignment of Large Language Models
ACL 2025
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph
ACL 2025
Benchmarking Multi-National Value Alignment for Large Language Models
ACL 2025
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning
EMNLP 2025
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training
EMNLP 2025
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
EMNLP 2025
Automate Strategy Finding with LLM in Quant Investment
EMNLP 2025
AIRA: Activation-Informed Low-Rank Adaptation for Large Models
ICCV 2025