Wenjie Li
- Papers
- 48
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Authored papers
48Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
arXiv 2026
One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment
arXiv 2026
Agent-as-a-Judge
arXiv 2026
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development
arXiv 2026
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts
arXiv 2026
Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models
arXiv 2026
daVinci-Agency: Unlocking Long-Horizon Agency Data-Efficiently
arXiv 2026
AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation
arXiv 2026
Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning
arXiv 2025
TokenSkip: Controllable Chain-of-Thought Compression in LLMs
arXiv 2025
$\text{R}^2\text{ec}$: Towards Large Recommender Models with Reasoning
arXiv 2025
SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution
arXiv 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection
arXiv 2025
PEToolLLM: Towards Personalized Tool Learning in Large Language Models
arXiv 2025
Refusal Falls off a Cliff: How Safety Alignment Fails in Reasoning?
arXiv 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
arXiv 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning
arXiv 2025
Towards Text-Image Interleaved Retrieval
arXiv 2025
Goal-Oriented Time-Series Forecasting: Foundation Framework Design
arXiv 2025
Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors
arXiv 2025
SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling
arXiv 2025
LIMI: Less is More for Agency
arXiv 2025
Enhancing Step-by-Step and Verifiable Medical Reasoning in MLLMs
arXiv 2025
Parallel Test-Time Scaling for Latent Reasoning Models
arXiv 2025
LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
arXiv 2025
STeCa: Step-level Trajectory Calibration for LLM Agent Learning
arXiv 2025
How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation
arXiv 2025
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
arXiv 2024
Direct Preference Optimization Using Sparse Feature-Level Constraints
arXiv 2024
OpenResearcher: Unleashing AI for Accelerated Scientific Research
arXiv 2024
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset
arXiv 2024
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
arXiv 2024
ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation
arXiv 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
arXiv 2024
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
arXiv 2024
The Critique of Critique
arXiv 2024
Integrative Decoding: Improve Factuality via Implicit Self-consistency
arXiv 2024
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue
arXiv 2024
Self-Detoxifying Language Models via Toxification Reversal
arXiv 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning
arXiv 2023
Medical Dialogue Generation via Dual Flow Modeling
arXiv 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model
arXiv 2023
How Far Are LLMs from Believable AI? A Benchmark for Evaluating the Believability of Human Behavior Simulation
arXiv 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning
arXiv 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue
arXiv 2023
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning
arXiv 2022
Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems
arXiv 2022
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation
arXiv 2022
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