Wenjie Li
- Papers
- 48
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Authored papers
48AgencyBench: 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
Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
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
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
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
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
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
STeCa: Step-level Trajectory Calibration for LLM Agent Learning
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
How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation
arXiv 2025
Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors
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
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
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
ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation
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
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
Self-Detoxifying Language Models via Toxification Reversal
arXiv 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning
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
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
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning
arXiv 2022
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation
arXiv 2022
Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems
arXiv 2022
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