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Lingpeng Kong

Papers
64

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64papers

Authored papers

64

TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions

arXiv 2026

2026

Proxy Compression for Language Modeling

arXiv 2026

2026

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution

arXiv 2026

2026

Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents

arXiv 2026

2026

The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models

arXiv 2026

2026

ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models

arXiv 2026

2026

Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play

arXiv 2026

2026

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos

arXiv 2025

2025

Teaching Language Models to Critique via Reinforcement Learning

arXiv 2025

2025

LongEmotion: Measuring Emotional Intelligence of Large Language Models in Long-Context Interaction

arXiv 2025

2025

Implicit Search via Discrete Diffusion: A Study on Chess

arXiv 2025

2025

DynaAct: Large Language Model Reasoning with Dynamic Action Spaces

arXiv 2025

2025

TEMPLE:Temporal Preference Learning of Video LLMs via Difficulty Scheduling and Pre-SFT Alignment

arXiv 2025

2025

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation

arXiv 2025

2025

PromptCoT 2.0: Scaling Prompt Synthesis for Large Language Model Reasoning

arXiv 2025

2025

TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning

arXiv 2025

2025

PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models

arXiv 2025

2025

Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone

arXiv 2025

2025

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows

arXiv 2025

2025

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

arXiv 2025

2025

OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

arXiv 2024

2024

Autoregressive Models in Vision: A Survey

arXiv 2024

2024

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

arXiv 2024

2024

Scaling Diffusion Language Models via Adaptation from Autoregressive Models

arXiv 2024

2024

Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models

arXiv 2024

2024

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

arXiv 2024

2024

Training-Free Long-Context Scaling of Large Language Models

arXiv 2024

2024

A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond

arXiv 2024

2024

Jailbreaking as a Reward Misspecification Problem

arXiv 2024

2024

Empowering Large Language Model Agents through Action Learning

arXiv 2024

2024

ImgTrojan: Jailbreaking Vision-Language Models with ONE Image

arXiv 2024

2024

How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models

arXiv 2024

2024

Non-myopic Generation of Language Models for Reasoning and Planning

arXiv 2024

2024

TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs

arXiv 2024

2024

SubgoalXL: Subgoal-based Expert Learning for Theorem Proving

arXiv 2024

2024

MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards

arXiv 2024

2024

Temporal Reasoning Transfer from Text to Video

arXiv 2024

2024

A Reparameterized Discrete Diffusion Model for Text Generation

arXiv 2023

2023

L-Eval: Instituting Standardized Evaluation for Long Context Language Models

arXiv 2023

2023

Compositional Exemplars for In-context Learning

arXiv 2023

2023

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis

arXiv 2023

2023

Generating Data for Symbolic Language with Large Language Models

arXiv 2023

2023

Self-Infilling Code Generation

arXiv 2023

2023

In-Context Learning with Many Demonstration Examples

arXiv 2023

2023

Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability

arXiv 2023

2023

TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models

arXiv 2023

2023

Lemur: Harmonizing Natural Language and Code for Language Agents

arXiv 2023

2023

Audio-Visual Segmentation with Semantics

arXiv 2023

2023

G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model

arXiv 2023

2023

Fine-grained Audible Video Description

CVPR 2023 1

2023

Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

arXiv 2023

2023

Extrapolating Large Language Models to Non-English by Aligning Languages

arXiv 2023

2023

Can Language Models Understand Physical Concepts?

arXiv 2023

2023

A Contrastive Framework for Neural Text Generation

arXiv 2022

2022

DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

arXiv 2022

2022

CoNT: Contrastive Neural Text Generation

arXiv 2022

2022

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

arXiv 2022

2022

CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling

arXiv 2022

2022

Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation

arXiv 2022

2022

cosFormer: Rethinking Softmax in Attention

cosformer-rethinking-softmax-in-attention

2022

The Devil in Linear Transformer

arXiv 2022

2022

ZeroGen: Efficient Zero-shot Learning via Dataset Generation

arXiv 2022

2022

Lexical Knowledge Internalization for Neural Dialog Generation

ACL 2022 5

2022

Event Transition Planning for Open-ended Text Generation

Findings (ACL) 2022 5

2022

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