Sirui Han
29 papers · 2025–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (58) π Conference Polyglot Β· Silver β Rising Star (29) π€ Dynamic Duo (19)
ποΈ
Keyword Collector
(138)
β
The Questioner
β‘
Prolific Year Β· Prolific
π
Renaissance Researcher
(8)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(21)
Core AI
(21)
Deep Learning
(13)
Machine Learning
(12)
Learning Types Β· Deep Learning
(9)
Application Areas
(7)
Learning Types Β· Machine Learning
(6)
Optimization & Theory Β· Deep Learning
(6)
Natural Language Processing
(5)
Optimization & Theory Β· Machine Learning
(5)
Models
(4)
Resources & Methods
(3)
Computer Vision
(2)
Knowledge & Reasoning
(2)
Applications
(2)
Keywords
large language model
(10)
model compression
(5)
legal compliance
(3)
multimodal large language model
(3)
chain-of-thought reasoning
(2)
video generation
(2)
contextual integrity
(2)
reinforcement learning
(2)
low-rank adaptation
(2)
question answering
(2)
reward model
(2)
benchmark evaluation
(2)
ai safety
(2)
privacy compliance
(2)
automated reasoning
(2)
parameter-efficient fine-tuning
(2)
mathematical reasoning
(2)
singular value decomposition
(2)
contextual reasoning
(1)
multimodal learning
(1)
Papers
Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models
ACL 2026
Benchmarking Fine-Grained Error Detection in Multimodal Reasoning
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
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
ManipDreamer3D: Synthesizing Plausible Robotic Manipulation Video with Occupancy-aware 3D Trajectory
AAAI 2026
Modeling the Brain's Grammar: ROI-Guided fMRI Pretraining for Transferable and Interpretable Vision Decoding
CVPR 2026
Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities
ACL 2026
Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging
AAAI 2026
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection
ACL 2026
SafeMT: Multi-turn Safety for Multimodal Language Models
ACL 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
AIRA: Activation-Informed Low-Rank Adaptation for Large Models
ICCV 2025
Automate Strategy Finding with LLM in Quant Investment
EMNLP 2025
Benchmarking Multi-National Value Alignment for Large Language Models
ACL 2025
Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA
ACL 2025
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning
EMNLP 2025
DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions
ICCV 2025
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training
EMNLP 2025
Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation
ICCV 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
ACL 2025
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
ACL 2025
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph
ACL 2025
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
ACL 2025
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
ACL 2025
SafeLawBench: Towards Safe Alignment of Large Language Models
ACL 2025
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
EMNLP 2025