Publications (12)
Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model
Chaochen Gao, Xing Wu, Qi Fu +1
Recent advancements in large language models (LLMs) have highlighted the importance of extending context lengths for handling complex tasks. While traditional methods for training…
REASON: Probability map-guided dual-branch fusion framework for gastric content assessment
Nu-Fnag Xiao, De-Xing Huang, Le-Tian Wang +8
Accurate assessment of gastric content from ultrasound is critical for stratifying aspiration risk at induction of general anesthesia. However, traditional methods rely on manual t…
LongBench Pro: A More Realistic and Comprehensive Bilingual Long-Context Evaluation Benchmark
Ziyang Chen, Xing Wu, Junlong Jia +4
The rapid expansion of context length in large language models (LLMs) has outpaced existing evaluation benchmarks. Current long-context benchmarks often trade off scalability and r…
Enhanced multilayer perceptron with feature selection and grid search for travel mode choice prediction
Li Tang, Chuanli Tang, Qi Fu
Accurate and reliable prediction of individual travel mode choices is crucial for developing multi-mode urban transportation systems, conducting transportation planning and formula…
SVCBench: A Streaming Video Counting Benchmark for Spatial-Temporal State Maintenance
Pengyiang Liu, Zhongyue Shi, Hongye Hao +7
Video understanding requires models to continuously track and update world state during playback. Although existing benchmarks have advanced video understanding evaluation across m…
Multimodal OCR: Parse Anything from Documents
Handong Zheng, Yumeng Li, Kaile Zhang +22
We present Multimodal OCR (MOCR), a document parsing paradigm that jointly parses text and graphics into unified textual representations. Unlike conventional OCR systems that focus…
Evolution of High-energy Particle Distribution in Supernova Remnants
Houdun Zeng, Yuliang Xin, Qi Fu +1
The spectra fits to a sample of 34 supernova remnants (Zeng et al., 2019) are updated. -ray spectra of 20 supernova remnants (SNRs) with a soft TeV spectrum are further analyze…
Air-stable lithiation engineering of for direct-bandgap multilayers
Qi Fu, Yichi Zhang, Jichuang Shen +9
Due to its sizable direct bandgap and strong light-matter interactions, the preparation of monolayer has attracted significant attention and intensive research e…
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs
Changrong Xiao, Wenxing Ma, Qingping Song +4
Receiving timely and personalized feedback is essential for second-language learners, especially when human instructors are unavailable. This study explores the effectiveness of La…
OVO-S-Bench: A Hierarchical Benchmark for Streaming Spatial Intelligence in Multimodal LLMs
Yifei Li, Pengyiang Liu, Yuhang Zang +4
Multimodal agents in robotics, AR, and autonomous driving must reason about places and layouts from continuous egocentric streams, often using evidence outside the current view. Ex…
Cryogen-free low-temperature photoemission electron microscopy for high-resolution nondestructive imaging of electronic phases
Chen Wang, Shaoshan Wang, Chuan Guo +4
Quantum materials exhibit phases such as superconductivity at low temperatures, yet imaging their phase transition dynamics with high spatial resolution remains challenging due to…
Algorithmic approaches to selecting control clones in DNA array hybridization experiments
Qi Fu, Elizabeth Bent, James Borneman +2
We study the problem of selecting control clones in DNA array hybridization experiments. The problem arises in the OFRG method for analyzing microbial communities. The OFRG method…